TensorForce
0.3.5
Contents:
Agent and model overview
Environments
Preprocessing
TensorForce: Details for "summary_spec" agent parameters
Runners
tensorforce package
TensorForce
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Index
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Index
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B
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C
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D
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E
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F
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G
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I
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
A
act() (tensorforce.agents.Agent method)
(tensorforce.agents.agent.Agent method)
(tensorforce.models.Model method)
(tensorforce.models.model.Model method)
action_from_space() (tensorforce.contrib.openai_gym.OpenAIGym static method)
action_names (tensorforce.contrib.ale.ALE attribute)
actions (tensorforce.contrib.ale.ALE attribute)
(tensorforce.contrib.deepmind_lab.DeepMindLab attribute)
(tensorforce.contrib.maze_explorer.MazeExplorer attribute)
(tensorforce.contrib.openai_gym.OpenAIGym attribute)
(tensorforce.contrib.openai_universe.OpenAIUniverse attribute)
(tensorforce.environments.Environment attribute)
(tensorforce.environments.environment.Environment attribute)
(tensorforce.environments.minimal_test.MinimalTest attribute)
actions() (tensorforce.contrib.unreal_engine.UE4Environment method)
add_layer() (tensorforce.core.networks.LayerBasedNetwork method)
(tensorforce.core.networks.network.LayerBasedNetwork method)
add_observation() (tensorforce.core.memories.Memory method)
(tensorforce.core.memories.NaivePrioritizedReplay method)
(tensorforce.core.memories.PrioritizedReplay method)
(tensorforce.core.memories.Replay method)
(tensorforce.core.memories.memory.Memory method)
(tensorforce.core.memories.naive_prioritized_replay.NaivePrioritizedReplay method)
(tensorforce.core.memories.prioritized_replay.PrioritizedReplay method)
(tensorforce.core.memories.replay.Replay method)
Agent (class in tensorforce.agents)
(class in tensorforce.agents.agent)
agent (tensorforce.tests.base_test.BaseTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_ddqn_agent.TestDDQNAgent attribute)
(tensorforce.tests.test_dqfd_agent.TestDQFDAgent attribute)
(tensorforce.tests.test_dqn_agent.TestDQNAgent attribute)
(tensorforce.tests.test_dqn_memories.TestDQNMemories attribute)
(tensorforce.tests.test_dqn_nstep_agent.TestDQNNstepAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
(tensorforce.tests.test_ppo_agent.TestPPOAgent attribute)
(tensorforce.tests.test_random_agent.TestRandomAgent attribute)
(tensorforce.tests.test_trpo_agent.TestTRPOAgent attribute)
(tensorforce.tests.test_vpg_agent.TestVPGAgent attribute)
(tensorforce.tests.test_vpg_baselines.TestVPGBaselines attribute)
(tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers attribute)
AggregatedBaseline (class in tensorforce.core.baselines)
(class in tensorforce.core.baselines.aggregated_baseline)
ALE (class in tensorforce.contrib.ale)
apply_step() (tensorforce.core.optimizers.Optimizer method)
(tensorforce.core.optimizers.optimizer.Optimizer method)
B
base_test_pass() (tensorforce.tests.base_test.BaseTest method)
base_test_run() (tensorforce.tests.base_test.BaseTest method)
BaseAgentTest (class in tensorforce.tests.base_agent_test)
Baseline (class in tensorforce.core.baselines)
(class in tensorforce.core.baselines.baseline)
BaseTest (class in tensorforce.tests.base_test)
BatchAgent (class in tensorforce.agents)
(class in tensorforce.agents.batch_agent)
Bernoulli (class in tensorforce.core.distributions)
(class in tensorforce.core.distributions.bernoulli)
Beta (class in tensorforce.core.distributions)
(class in tensorforce.core.distributions.beta)
build_metagraph_list() (tensorforce.meta_parameter_recorder.MetaParameterRecorder method)
C
Categorical (class in tensorforce.core.distributions)
(class in tensorforce.core.distributions.categorical)
Clip (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.clip)
ClippedStep (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.clipped_step)
close() (tensorforce.agents.Agent method)
(tensorforce.agents.agent.Agent method)
(tensorforce.contrib.ale.ALE method)
(tensorforce.contrib.deepmind_lab.DeepMindLab method)
(tensorforce.contrib.maze_explorer.MazeExplorer method)
(tensorforce.contrib.openai_gym.OpenAIGym method)
(tensorforce.contrib.openai_universe.OpenAIUniverse method)
(tensorforce.contrib.remote_environment.RemoteEnvironment method)
(tensorforce.environments.Environment method)
(tensorforce.environments.environment.Environment method)
(tensorforce.environments.minimal_test.MinimalTest method)
(tensorforce.models.Model method)
(tensorforce.models.model.Model method)
CNNBaseline (class in tensorforce.core.baselines)
(class in tensorforce.core.baselines.cnn_baseline)
config (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_ddqn_agent.TestDDQNAgent attribute)
(tensorforce.tests.test_dqfd_agent.TestDQFDAgent attribute)
(tensorforce.tests.test_dqn_agent.TestDQNAgent attribute)
(tensorforce.tests.test_dqn_nstep_agent.TestDQNNstepAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
(tensorforce.tests.test_ppo_agent.TestPPOAgent attribute)
(tensorforce.tests.test_random_agent.TestRandomAgent attribute)
(tensorforce.tests.test_trpo_agent.TestTRPOAgent attribute)
(tensorforce.tests.test_vpg_agent.TestVPGAgent attribute)
configure() (tensorforce.contrib.openai_universe.OpenAIUniverse method)
ConjugateGradient (class in tensorforce.core.optimizers.solvers)
(class in tensorforce.core.optimizers.solvers.conjugate_gradient)
connect() (tensorforce.contrib.remote_environment.RemoteEnvironment method)
(tensorforce.contrib.unreal_engine.UE4Environment method)
Constant (class in tensorforce.core.explorations)
(class in tensorforce.core.explorations.constant)
ConstantAgent (class in tensorforce.agents)
(class in tensorforce.agents.constant_agent)
ConstantModel (class in tensorforce.models.constant_model)
Conv1d (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
Conv2d (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
convert_data_to_string() (tensorforce.meta_parameter_recorder.MetaParameterRecorder method)
convert_dictionary_to_string() (tensorforce.meta_parameter_recorder.MetaParameterRecorder method)
convert_list_to_string() (tensorforce.meta_parameter_recorder.MetaParameterRecorder method)
convert_ndarray_to_md() (tensorforce.meta_parameter_recorder.MetaParameterRecorder method)
create_distributions() (tensorforce.models.distribution_model.DistributionModel method)
(tensorforce.models.DistributionModel method)
create_output_operations() (tensorforce.models.Model method)
(tensorforce.models.QDemoModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.q_demo_model.QDemoModel method)
cumulative_discount() (in module tensorforce.util)
current_state (tensorforce.contrib.ale.ALE attribute)
(tensorforce.contrib.remote_environment.RemoteEnvironment attribute)
D
DDQNAgent (class in tensorforce.agents)
(class in tensorforce.agents.ddqn_agent)
DeepMindLab (class in tensorforce.contrib.deepmind_lab)
demonstration_update() (tensorforce.models.q_demo_model.QDemoModel method)
(tensorforce.models.QDemoModel method)
Dense (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
deterministic (tensorforce.tests.base_test.BaseTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_ddqn_agent.TestDDQNAgent attribute)
(tensorforce.tests.test_dqfd_agent.TestDQFDAgent attribute)
(tensorforce.tests.test_dqn_agent.TestDQNAgent attribute)
(tensorforce.tests.test_dqn_memories.TestDQNMemories attribute)
(tensorforce.tests.test_dqn_nstep_agent.TestDQNNstepAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
(tensorforce.tests.test_ppo_agent.TestPPOAgent attribute)
(tensorforce.tests.test_random_agent.TestRandomAgent attribute)
(tensorforce.tests.test_trpo_agent.TestTRPOAgent attribute)
(tensorforce.tests.test_vpg_agent.TestVPGAgent attribute)
(tensorforce.tests.test_vpg_baselines.TestVPGBaselines attribute)
(tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers attribute)
disconnect() (tensorforce.contrib.remote_environment.RemoteEnvironment method)
discretize_action_space_desc() (tensorforce.contrib.unreal_engine.UE4Environment method)
Distribution (class in tensorforce.core.distributions)
(class in tensorforce.core.distributions.distribution)
DistributionModel (class in tensorforce.models)
(class in tensorforce.models.distribution_model)
Divide (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.divide)
DQFDAgent (class in tensorforce.agents)
(class in tensorforce.agents.dqfd_agent)
DQNAgent (class in tensorforce.agents)
(class in tensorforce.agents.dqn_agent)
DQNNstepAgent (class in tensorforce.agents)
(class in tensorforce.agents.dqn_nstep_agent)
Dropout (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
Dueling (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
E
Embedding (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
Environment (class in tensorforce.environments)
(class in tensorforce.environments.environment)
EpsilonAnneal (class in tensorforce.core.explorations.epsilon_anneal)
EpsilonDecay (class in tensorforce.core.explorations)
(class in tensorforce.core.explorations.epsilon_decay)
Evolutionary (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.evolutionary)
exclude_bool (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
exclude_bounded (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_ddqn_agent.TestDDQNAgent attribute)
(tensorforce.tests.test_dqfd_agent.TestDQFDAgent attribute)
(tensorforce.tests.test_dqn_agent.TestDQNAgent attribute)
(tensorforce.tests.test_dqn_nstep_agent.TestDQNNstepAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
exclude_float (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_ddqn_agent.TestDDQNAgent attribute)
(tensorforce.tests.test_dqfd_agent.TestDQFDAgent attribute)
(tensorforce.tests.test_dqn_agent.TestDQNAgent attribute)
(tensorforce.tests.test_dqn_nstep_agent.TestDQNNstepAgent attribute)
exclude_int (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
exclude_lstm (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
(tensorforce.tests.test_random_agent.TestRandomAgent attribute)
exclude_multi (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_dqn_nstep_agent.TestDQNNstepAgent attribute)
(tensorforce.tests.test_naf_agent.TestNAFAgent attribute)
execute() (tensorforce.contrib.ale.ALE method)
(tensorforce.contrib.deepmind_lab.DeepMindLab method)
(tensorforce.contrib.maze_explorer.MazeExplorer method)
(tensorforce.contrib.openai_gym.OpenAIGym method)
(tensorforce.contrib.openai_universe.OpenAIUniverse method)
(tensorforce.contrib.unreal_engine.UE4Environment method)
(tensorforce.environments.Environment method)
(tensorforce.environments.environment.Environment method)
(tensorforce.environments.minimal_test.MinimalTest method)
(tensorforce.tests.test_tutorial_code.TestTutorialCode.MyClient method)
Exploration (class in tensorforce.core.explorations)
(class in tensorforce.core.explorations.exploration)
extract_observation() (tensorforce.contrib.unreal_engine.UE4Environment static method)
F
Flatten (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
fps (tensorforce.contrib.deepmind_lab.DeepMindLab attribute)
from_config() (tensorforce.core.optimizers.solvers.Solver static method)
(tensorforce.core.optimizers.solvers.solver.Solver static method)
from_json() (tensorforce.core.networks.LayeredNetwork static method)
(tensorforce.core.networks.network.LayeredNetwork static method)
from_spec() (tensorforce.agents.Agent static method)
(tensorforce.agents.agent.Agent static method)
(tensorforce.core.baselines.Baseline static method)
(tensorforce.core.baselines.baseline.Baseline static method)
(tensorforce.core.distributions.Distribution static method)
(tensorforce.core.distributions.distribution.Distribution static method)
(tensorforce.core.explorations.Exploration static method)
(tensorforce.core.explorations.exploration.Exploration static method)
(tensorforce.core.memories.Memory static method)
(tensorforce.core.memories.memory.Memory static method)
(tensorforce.core.networks.Layer static method)
(tensorforce.core.networks.Network static method)
(tensorforce.core.networks.layer.Layer static method)
(tensorforce.core.networks.network.Network static method)
(tensorforce.core.optimizers.Optimizer static method)
(tensorforce.core.optimizers.optimizer.Optimizer static method)
(tensorforce.core.preprocessing.PreprocessorStack static method)
(tensorforce.core.preprocessing.preprocessor_stack.PreprocessorStack static method)
G
Gaussian (class in tensorforce.core.distributions)
(class in tensorforce.core.distributions.gaussian)
get_batch() (tensorforce.core.memories.Memory method)
(tensorforce.core.memories.NaivePrioritizedReplay method)
(tensorforce.core.memories.PrioritizedReplay method)
(tensorforce.core.memories.Replay method)
(tensorforce.core.memories.memory.Memory method)
(tensorforce.core.memories.naive_prioritized_replay.NaivePrioritizedReplay method)
(tensorforce.core.memories.prioritized_replay.PrioritizedReplay method)
(tensorforce.core.memories.replay.Replay method)
get_distributions_summaries() (tensorforce.models.distribution_model.DistributionModel static method)
(tensorforce.models.DistributionModel static method)
get_distributions_variables() (tensorforce.models.distribution_model.DistributionModel static method)
(tensorforce.models.DistributionModel static method)
get_object() (in module tensorforce.util)
get_optimizer_kwargs() (tensorforce.models.distribution_model.DistributionModel method)
(tensorforce.models.DistributionModel method)
(tensorforce.models.Model method)
(tensorforce.models.PGProbRatioModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.pg_prob_ratio_model.PGProbRatioModel method)
get_state() (tensorforce.tests.test_tutorial_code.TestTutorialCode.MyClient method)
get_summaries() (tensorforce.core.baselines.aggregated_baseline.AggregatedBaseline method)
(tensorforce.core.baselines.AggregatedBaseline method)
(tensorforce.core.baselines.Baseline method)
(tensorforce.core.baselines.NetworkBaseline method)
(tensorforce.core.baselines.baseline.Baseline method)
(tensorforce.core.baselines.network_baseline.NetworkBaseline method)
(tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
(tensorforce.core.networks.Conv1d method)
(tensorforce.core.networks.Conv2d method)
(tensorforce.core.networks.Dense method)
(tensorforce.core.networks.Dueling method)
(tensorforce.core.networks.Layer method)
(tensorforce.core.networks.LayerBasedNetwork method)
(tensorforce.core.networks.Network method)
(tensorforce.core.networks.layer.Conv1d method)
(tensorforce.core.networks.layer.Conv2d method)
(tensorforce.core.networks.layer.Dense method)
(tensorforce.core.networks.layer.Dueling method)
(tensorforce.core.networks.layer.Layer method)
(tensorforce.core.networks.network.LayerBasedNetwork method)
(tensorforce.core.networks.network.Network method)
(tensorforce.models.DistributionModel method)
(tensorforce.models.Model method)
(tensorforce.models.PGModel method)
(tensorforce.models.QModel method)
(tensorforce.models.distribution_model.DistributionModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.pg_model.PGModel method)
(tensorforce.models.q_model.QModel method)
get_variables() (tensorforce.core.baselines.aggregated_baseline.AggregatedBaseline method)
(tensorforce.core.baselines.AggregatedBaseline method)
(tensorforce.core.baselines.Baseline method)
(tensorforce.core.baselines.NetworkBaseline method)
(tensorforce.core.baselines.baseline.Baseline method)
(tensorforce.core.baselines.network_baseline.NetworkBaseline method)
(tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
(tensorforce.core.explorations.Exploration method)
(tensorforce.core.explorations.exploration.Exploration method)
(tensorforce.core.networks.Conv1d method)
(tensorforce.core.networks.Conv2d method)
(tensorforce.core.networks.Dense method)
(tensorforce.core.networks.Dueling method)
(tensorforce.core.networks.Layer method)
(tensorforce.core.networks.LayerBasedNetwork method)
(tensorforce.core.networks.Network method)
(tensorforce.core.networks.layer.Conv1d method)
(tensorforce.core.networks.layer.Conv2d method)
(tensorforce.core.networks.layer.Dense method)
(tensorforce.core.networks.layer.Dueling method)
(tensorforce.core.networks.layer.Layer method)
(tensorforce.core.networks.network.LayerBasedNetwork method)
(tensorforce.core.networks.network.Network method)
(tensorforce.core.optimizers.MetaOptimizer method)
(tensorforce.core.optimizers.Optimizer method)
(tensorforce.core.optimizers.Synchronization method)
(tensorforce.core.optimizers.TFOptimizer method)
(tensorforce.core.optimizers.meta_optimizer.MetaOptimizer method)
(tensorforce.core.optimizers.optimizer.Optimizer method)
(tensorforce.core.optimizers.synchronization.Synchronization method)
(tensorforce.core.optimizers.tf_optimizer.TFOptimizer method)
(tensorforce.core.preprocessing.Preprocessor method)
(tensorforce.core.preprocessing.PreprocessorStack method)
(tensorforce.core.preprocessing.preprocessor.Preprocessor method)
(tensorforce.core.preprocessing.preprocessor_stack.PreprocessorStack method)
(tensorforce.models.DistributionModel method)
(tensorforce.models.Model method)
(tensorforce.models.PGModel method)
(tensorforce.models.QModel method)
(tensorforce.models.QNAFModel method)
(tensorforce.models.distribution_model.DistributionModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.pg_model.PGModel method)
(tensorforce.models.q_model.QModel method)
(tensorforce.models.q_naf_model.QNAFModel method)
get_wrapper() (tensorforce.core.optimizers.tf_optimizer.TFOptimizer static method)
(tensorforce.core.optimizers.TFOptimizer static method)
GlobalOptimizer (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.global_optimizer)
Grayscale (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.grayscale)
I
ImageResize (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.image_resize)
import_demonstrations() (tensorforce.agents.dqfd_agent.DQFDAgent method)
(tensorforce.agents.DQFDAgent method)
import_observations() (tensorforce.agents.memory_agent.MemoryAgent method)
(tensorforce.agents.MemoryAgent method)
initialize() (tensorforce.models.distribution_model.DistributionModel method)
(tensorforce.models.DistributionModel method)
(tensorforce.models.Model method)
(tensorforce.models.PGModel method)
(tensorforce.models.PGProbRatioModel method)
(tensorforce.models.QDemoModel method)
(tensorforce.models.QModel method)
(tensorforce.models.QNAFModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.pg_model.PGModel method)
(tensorforce.models.pg_prob_ratio_model.PGProbRatioModel method)
(tensorforce.models.q_demo_model.QDemoModel method)
(tensorforce.models.q_model.QModel method)
(tensorforce.models.q_naf_model.QNAFModel method)
initialize_model() (tensorforce.agents.Agent method)
(tensorforce.agents.ConstantAgent method)
(tensorforce.agents.DDQNAgent method)
(tensorforce.agents.DQFDAgent method)
(tensorforce.agents.DQNAgent method)
(tensorforce.agents.DQNNstepAgent method)
(tensorforce.agents.NAFAgent method)
(tensorforce.agents.PPOAgent method)
(tensorforce.agents.RandomAgent method)
(tensorforce.agents.TRPOAgent method)
(tensorforce.agents.VPGAgent method)
(tensorforce.agents.agent.Agent method)
(tensorforce.agents.constant_agent.ConstantAgent method)
(tensorforce.agents.ddqn_agent.DDQNAgent method)
(tensorforce.agents.dqfd_agent.DQFDAgent method)
(tensorforce.agents.dqn_agent.DQNAgent method)
(tensorforce.agents.dqn_nstep_agent.DQNNstepAgent method)
(tensorforce.agents.naf_agent.NAFAgent method)
(tensorforce.agents.ppo_agent.PPOAgent method)
(tensorforce.agents.random_agent.RandomAgent method)
(tensorforce.agents.trpo_agent.TRPOAgent method)
(tensorforce.agents.vpg_agent.VPGAgent method)
InternalLstm (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
internals_init() (tensorforce.core.networks.InternalLstm method)
(tensorforce.core.networks.Layer method)
(tensorforce.core.networks.LayerBasedNetwork method)
(tensorforce.core.networks.Network method)
(tensorforce.core.networks.layer.InternalLstm method)
(tensorforce.core.networks.layer.Layer method)
(tensorforce.core.networks.network.LayerBasedNetwork method)
(tensorforce.core.networks.network.Network method)
internals_input() (tensorforce.core.networks.InternalLstm method)
(tensorforce.core.networks.Layer method)
(tensorforce.core.networks.LayerBasedNetwork method)
(tensorforce.core.networks.Network method)
(tensorforce.core.networks.layer.InternalLstm method)
(tensorforce.core.networks.layer.Layer method)
(tensorforce.core.networks.network.LayerBasedNetwork method)
(tensorforce.core.networks.network.Network method)
is_terminal (tensorforce.contrib.ale.ALE attribute)
Iterative (class in tensorforce.core.optimizers.solvers)
(class in tensorforce.core.optimizers.solvers.iterative)
L
last_observation() (tensorforce.agents.Agent method)
(tensorforce.agents.agent.Agent method)
Layer (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
LayerBasedNetwork (class in tensorforce.core.networks)
(class in tensorforce.core.networks.network)
LayeredNetwork (class in tensorforce.core.networks)
(class in tensorforce.core.networks.network)
LearningAgent (class in tensorforce.agents)
Linear (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
LinearDecay (class in tensorforce.core.explorations)
(class in tensorforce.core.explorations.linear_decay)
LineSearch (class in tensorforce.core.optimizers.solvers)
(class in tensorforce.core.optimizers.solvers.line_search)
Lstm (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
M
MazeExplorer (class in tensorforce.contrib.maze_explorer)
Memory (class in tensorforce.core.memories)
(class in tensorforce.core.memories.memory)
MemoryAgent (class in tensorforce.agents)
(class in tensorforce.agents.memory_agent)
merge_custom() (tensorforce.meta_parameter_recorder.MetaParameterRecorder method)
MetaOptimizer (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.meta_optimizer)
MetaParameterRecorder (class in tensorforce.meta_parameter_recorder)
MinimalTest (class in tensorforce.environments.minimal_test)
minimize() (tensorforce.core.optimizers.Optimizer method)
(tensorforce.core.optimizers.optimizer.Optimizer method)
MLPBaseline (class in tensorforce.core.baselines)
(class in tensorforce.core.baselines.mlp_baseline)
Model (class in tensorforce.models)
(class in tensorforce.models.model)
move() (tensorforce.core.memories.prioritized_replay.SumTree method)
MsgPackNumpyProtocol (class in tensorforce.contrib.remote_environment)
multi_config (tensorforce.tests.base_agent_test.BaseAgentTest attribute)
(tensorforce.tests.test_ddqn_agent.TestDDQNAgent attribute)
(tensorforce.tests.test_dqfd_agent.TestDQFDAgent attribute)
(tensorforce.tests.test_dqn_agent.TestDQNAgent attribute)
(tensorforce.tests.test_ppo_agent.TestPPOAgent attribute)
(tensorforce.tests.test_trpo_agent.TestTRPOAgent attribute)
(tensorforce.tests.test_vpg_agent.TestVPGAgent attribute)
MultiStep (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.multi_step)
N
NAFAgent (class in tensorforce.agents)
(class in tensorforce.agents.naf_agent)
NaivePrioritizedReplay (class in tensorforce.core.memories)
(class in tensorforce.core.memories.naive_prioritized_replay)
NaturalGradient (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.natural_gradient)
Network (class in tensorforce.core.networks)
(class in tensorforce.core.networks.network)
NetworkBaseline (class in tensorforce.core.baselines)
(class in tensorforce.core.baselines.network_baseline)
Nonlinearity (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
Normalize (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.normalize)
np_dtype() (in module tensorforce.util)
num_steps (tensorforce.contrib.deepmind_lab.DeepMindLab attribute)
O
observe() (tensorforce.agents.Agent method)
(tensorforce.agents.BatchAgent method)
(tensorforce.agents.DQFDAgent method)
(tensorforce.agents.MemoryAgent method)
(tensorforce.agents.agent.Agent method)
(tensorforce.agents.batch_agent.BatchAgent method)
(tensorforce.agents.dqfd_agent.DQFDAgent method)
(tensorforce.agents.memory_agent.MemoryAgent method)
(tensorforce.models.Model method)
(tensorforce.models.model.Model method)
OpenAIGym (class in tensorforce.contrib.openai_gym)
OpenAIUniverse (class in tensorforce.contrib.openai_universe)
OptimizedStep (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.optimized_step)
Optimizer (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.optimizer)
OrnsteinUhlenbeckProcess (class in tensorforce.core.explorations)
(class in tensorforce.core.explorations.ornstein_uhlenbeck_process)
P
pass_threshold (tensorforce.tests.base_test.BaseTest attribute)
(tensorforce.tests.test_random_agent.TestRandomAgent attribute)
PGLogProbModel (class in tensorforce.models)
(class in tensorforce.models.pg_log_prob_model)
PGModel (class in tensorforce.models)
(class in tensorforce.models.pg_model)
PGProbRatioModel (class in tensorforce.models)
(class in tensorforce.models.pg_prob_ratio_model)
Pool2d (class in tensorforce.core.networks)
(class in tensorforce.core.networks.layer)
PPOAgent (class in tensorforce.agents)
(class in tensorforce.agents.ppo_agent)
pre_run() (tensorforce.tests.base_test.BaseTest method)
(tensorforce.tests.test_dqfd_agent.TestDQFDAgent method)
Preprocessor (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.preprocessor)
PreprocessorStack (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.preprocessor_stack)
pretrain() (tensorforce.agents.dqfd_agent.DQFDAgent method)
(tensorforce.agents.DQFDAgent method)
PrioritizedReplay (class in tensorforce.core.memories)
(class in tensorforce.core.memories.prioritized_replay)
process() (tensorforce.core.preprocessing.preprocessor_stack.PreprocessorStack method)
(tensorforce.core.preprocessing.PreprocessorStack method)
process_action_spec() (tensorforce.agents.Agent static method)
(tensorforce.agents.agent.Agent static method)
process_state_spec() (tensorforce.agents.Agent static method)
(tensorforce.agents.agent.Agent static method)
processed_shape() (tensorforce.core.preprocessing.Grayscale method)
(tensorforce.core.preprocessing.ImageResize method)
(tensorforce.core.preprocessing.Preprocessor method)
(tensorforce.core.preprocessing.PreprocessorStack method)
(tensorforce.core.preprocessing.Sequence method)
(tensorforce.core.preprocessing.grayscale.Grayscale method)
(tensorforce.core.preprocessing.image_resize.ImageResize method)
(tensorforce.core.preprocessing.preprocessor.Preprocessor method)
(tensorforce.core.preprocessing.preprocessor_stack.PreprocessorStack method)
(tensorforce.core.preprocessing.sequence.Sequence method)
prod() (in module tensorforce.util)
put() (tensorforce.core.memories.prioritized_replay.SumTree method)
Q
QDemoModel (class in tensorforce.models)
(class in tensorforce.models.q_demo_model)
QModel (class in tensorforce.models)
(class in tensorforce.models.q_model)
QNAFModel (class in tensorforce.models)
(class in tensorforce.models.q_naf_model)
QNstepModel (class in tensorforce.models)
(class in tensorforce.models.q_nstep_model)
R
random() (in module tensorforce.core.memories.naive_prioritized_replay)
(in module tensorforce.environments.minimal_test)
RandomAgent (class in tensorforce.agents)
(class in tensorforce.agents.random_agent)
RandomModel (class in tensorforce.models.random_model)
rank() (in module tensorforce.util)
recv() (tensorforce.contrib.remote_environment.MsgPackNumpyProtocol method)
RemoteEnvironment (class in tensorforce.contrib.remote_environment)
render() (tensorforce.contrib.openai_universe.OpenAIUniverse method)
Replay (class in tensorforce.core.memories)
(class in tensorforce.core.memories.replay)
requires_network (tensorforce.tests.base_test.BaseTest attribute)
(tensorforce.tests.test_constant_agent.TestConstantAgent attribute)
(tensorforce.tests.test_random_agent.TestRandomAgent attribute)
reset() (tensorforce.agents.Agent method)
(tensorforce.agents.agent.Agent method)
(tensorforce.contrib.ale.ALE method)
(tensorforce.contrib.deepmind_lab.DeepMindLab method)
(tensorforce.contrib.maze_explorer.MazeExplorer method)
(tensorforce.contrib.openai_gym.OpenAIGym method)
(tensorforce.contrib.openai_universe.OpenAIUniverse method)
(tensorforce.contrib.unreal_engine.UE4Environment method)
(tensorforce.core.preprocessing.Preprocessor method)
(tensorforce.core.preprocessing.PreprocessorStack method)
(tensorforce.core.preprocessing.RunningStandardize method)
(tensorforce.core.preprocessing.Sequence method)
(tensorforce.core.preprocessing.preprocessor.Preprocessor method)
(tensorforce.core.preprocessing.preprocessor_stack.PreprocessorStack method)
(tensorforce.core.preprocessing.running_standardize.RunningStandardize method)
(tensorforce.core.preprocessing.sequence.Sequence method)
(tensorforce.environments.Environment method)
(tensorforce.environments.environment.Environment method)
(tensorforce.environments.minimal_test.MinimalTest method)
(tensorforce.execution.Runner method)
(tensorforce.execution.runner.Runner method)
(tensorforce.models.Model method)
(tensorforce.models.model.Model method)
reset_batch() (tensorforce.agents.batch_agent.BatchAgent method)
(tensorforce.agents.BatchAgent method)
restore() (tensorforce.models.Model method)
(tensorforce.models.model.Model method)
restore_model() (tensorforce.agents.Agent method)
(tensorforce.agents.agent.Agent method)
run() (tensorforce.execution.Runner method)
(tensorforce.execution.ThreadedRunner method)
(tensorforce.execution.runner.Runner method)
(tensorforce.execution.threaded_runner.ThreadedRunner method)
Runner (class in tensorforce.execution)
(class in tensorforce.execution.runner)
RunningStandardize (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.running_standardize)
S
sample_minibatch() (tensorforce.core.memories.prioritized_replay.SumTree method)
save() (tensorforce.models.Model method)
(tensorforce.models.model.Model method)
save_model() (tensorforce.agents.Agent method)
(tensorforce.agents.agent.Agent method)
seed() (tensorforce.contrib.unreal_engine.UE4Environment method)
(tensorforce.environments.Environment method)
(tensorforce.environments.environment.Environment method)
send() (tensorforce.contrib.remote_environment.MsgPackNumpyProtocol method)
Sequence (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.sequence)
set_demonstrations() (tensorforce.agents.dqfd_agent.DQFDAgent method)
(tensorforce.agents.DQFDAgent method)
set_memory() (tensorforce.core.memories.Memory method)
(tensorforce.core.memories.Replay method)
(tensorforce.core.memories.memory.Memory method)
(tensorforce.core.memories.replay.Replay method)
set_state() (tensorforce.contrib.state_settable_environment.StateSettableEnvironment method)
(tensorforce.contrib.unreal_engine.UE4Environment method)
setup() (tensorforce.models.Model method)
(tensorforce.models.model.Model method)
shape() (in module tensorforce.util)
should_stop() (tensorforce.agents.Agent method)
(tensorforce.agents.agent.Agent method)
Solver (class in tensorforce.core.optimizers.solvers)
(class in tensorforce.core.optimizers.solvers.solver)
Standardize (class in tensorforce.core.preprocessing)
(class in tensorforce.core.preprocessing.standardize)
state_action_value() (tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.gaussian.Gaussian method)
state_from_space() (tensorforce.contrib.openai_gym.OpenAIGym static method)
state_value() (tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.gaussian.Gaussian method)
states (tensorforce.contrib.ale.ALE attribute)
(tensorforce.contrib.deepmind_lab.DeepMindLab attribute)
(tensorforce.contrib.maze_explorer.MazeExplorer attribute)
(tensorforce.contrib.openai_gym.OpenAIGym attribute)
(tensorforce.contrib.openai_universe.OpenAIUniverse attribute)
(tensorforce.environments.Environment attribute)
(tensorforce.environments.environment.Environment attribute)
(tensorforce.environments.minimal_test.MinimalTest attribute)
states() (tensorforce.contrib.unreal_engine.UE4Environment method)
StateSettableEnvironment (class in tensorforce.contrib.state_settable_environment)
SumTree (class in tensorforce.core.memories.prioritized_replay)
Synchronization (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.synchronization)
T
tensorforce (module)
tensorforce.agents (module)
tensorforce.agents.agent (module)
tensorforce.agents.batch_agent (module)
tensorforce.agents.constant_agent (module)
tensorforce.agents.ddqn_agent (module)
tensorforce.agents.dqfd_agent (module)
tensorforce.agents.dqn_agent (module)
tensorforce.agents.dqn_nstep_agent (module)
tensorforce.agents.memory_agent (module)
tensorforce.agents.naf_agent (module)
tensorforce.agents.ppo_agent (module)
tensorforce.agents.random_agent (module)
tensorforce.agents.trpo_agent (module)
tensorforce.agents.vpg_agent (module)
tensorforce.contrib (module)
tensorforce.contrib.ale (module)
tensorforce.contrib.deepmind_lab (module)
tensorforce.contrib.maze_explorer (module)
tensorforce.contrib.openai_gym (module)
tensorforce.contrib.openai_universe (module)
tensorforce.contrib.remote_environment (module)
tensorforce.contrib.state_settable_environment (module)
tensorforce.contrib.unreal_engine (module)
tensorforce.core (module)
tensorforce.core.baselines (module)
tensorforce.core.baselines.aggregated_baseline (module)
tensorforce.core.baselines.baseline (module)
tensorforce.core.baselines.cnn_baseline (module)
tensorforce.core.baselines.mlp_baseline (module)
tensorforce.core.baselines.network_baseline (module)
tensorforce.core.distributions (module)
tensorforce.core.distributions.bernoulli (module)
tensorforce.core.distributions.beta (module)
tensorforce.core.distributions.categorical (module)
tensorforce.core.distributions.distribution (module)
tensorforce.core.distributions.gaussian (module)
tensorforce.core.explorations (module)
tensorforce.core.explorations.constant (module)
tensorforce.core.explorations.epsilon_anneal (module)
tensorforce.core.explorations.epsilon_decay (module)
tensorforce.core.explorations.exploration (module)
tensorforce.core.explorations.linear_decay (module)
tensorforce.core.explorations.ornstein_uhlenbeck_process (module)
tensorforce.core.memories (module)
tensorforce.core.memories.memory (module)
tensorforce.core.memories.naive_prioritized_replay (module)
tensorforce.core.memories.prioritized_replay (module)
tensorforce.core.memories.replay (module)
tensorforce.core.networks (module)
tensorforce.core.networks.layer (module)
tensorforce.core.networks.network (module)
tensorforce.core.optimizers (module)
tensorforce.core.optimizers.clipped_step (module)
tensorforce.core.optimizers.evolutionary (module)
tensorforce.core.optimizers.global_optimizer (module)
tensorforce.core.optimizers.meta_optimizer (module)
tensorforce.core.optimizers.multi_step (module)
tensorforce.core.optimizers.natural_gradient (module)
tensorforce.core.optimizers.optimized_step (module)
tensorforce.core.optimizers.optimizer (module)
tensorforce.core.optimizers.solvers (module)
tensorforce.core.optimizers.solvers.conjugate_gradient (module)
tensorforce.core.optimizers.solvers.iterative (module)
tensorforce.core.optimizers.solvers.line_search (module)
tensorforce.core.optimizers.solvers.solver (module)
tensorforce.core.optimizers.synchronization (module)
tensorforce.core.optimizers.tf_optimizer (module)
tensorforce.core.preprocessing (module)
tensorforce.core.preprocessing.clip (module)
tensorforce.core.preprocessing.divide (module)
tensorforce.core.preprocessing.grayscale (module)
tensorforce.core.preprocessing.image_resize (module)
tensorforce.core.preprocessing.normalize (module)
tensorforce.core.preprocessing.preprocessor (module)
tensorforce.core.preprocessing.preprocessor_stack (module)
tensorforce.core.preprocessing.running_standardize (module)
tensorforce.core.preprocessing.sequence (module)
tensorforce.core.preprocessing.standardize (module)
tensorforce.environments (module)
tensorforce.environments.environment (module)
tensorforce.environments.minimal_test (module)
tensorforce.exception (module)
tensorforce.execution (module)
tensorforce.execution.runner (module)
tensorforce.execution.threaded_runner (module)
tensorforce.meta_parameter_recorder (module)
tensorforce.models (module)
tensorforce.models.constant_model (module)
tensorforce.models.distribution_model (module)
tensorforce.models.model (module)
tensorforce.models.pg_log_prob_model (module)
tensorforce.models.pg_model (module)
tensorforce.models.pg_prob_ratio_model (module)
tensorforce.models.q_demo_model (module)
tensorforce.models.q_model (module)
tensorforce.models.q_naf_model (module)
tensorforce.models.q_nstep_model (module)
tensorforce.models.random_model (module)
tensorforce.tests (module)
tensorforce.tests.base_agent_test (module)
tensorforce.tests.base_test (module)
tensorforce.tests.test_constant_agent (module)
tensorforce.tests.test_ddqn_agent (module)
tensorforce.tests.test_dqfd_agent (module)
tensorforce.tests.test_dqn_agent (module)
tensorforce.tests.test_dqn_memories (module)
tensorforce.tests.test_dqn_nstep_agent (module)
tensorforce.tests.test_naf_agent (module)
tensorforce.tests.test_ppo_agent (module)
tensorforce.tests.test_quickstart_example (module)
tensorforce.tests.test_random_agent (module)
tensorforce.tests.test_reward_estimation (module)
tensorforce.tests.test_trpo_agent (module)
tensorforce.tests.test_tutorial_code (module)
tensorforce.tests.test_vpg_agent (module)
tensorforce.tests.test_vpg_baselines (module)
tensorforce.tests.test_vpg_optimizers (module)
tensorforce.util (module)
TensorForceError
,
[1]
test_adam() (tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers method)
test_baseline() (tensorforce.tests.test_reward_estimation.TestRewardEstimation method)
test_baseline_no_optimizer() (tensorforce.tests.test_vpg_baselines.TestVPGBaselines method)
test_basic() (tensorforce.tests.test_reward_estimation.TestRewardEstimation method)
test_blogpost_introduction() (tensorforce.tests.test_tutorial_code.TestTutorialCode method)
test_blogpost_introduction_runner() (tensorforce.tests.test_tutorial_code.TestTutorialCode method)
test_bool() (tensorforce.tests.base_agent_test.BaseAgentTest method)
test_bounded_float() (tensorforce.tests.base_agent_test.BaseAgentTest method)
test_clipped_step() (tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers method)
test_evolutionary() (tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers method)
test_example() (tensorforce.tests.test_quickstart_example.TestQuickstartExample method)
test_float() (tensorforce.tests.base_agent_test.BaseAgentTest method)
test_gae() (tensorforce.tests.test_reward_estimation.TestRewardEstimation method)
test_gae_baseline() (tensorforce.tests.test_vpg_baselines.TestVPGBaselines method)
test_int() (tensorforce.tests.base_agent_test.BaseAgentTest method)
test_lstm() (tensorforce.tests.base_agent_test.BaseAgentTest method)
test_multi() (tensorforce.tests.base_agent_test.BaseAgentTest method)
test_multi_baseline() (tensorforce.tests.test_vpg_baselines.TestVPGBaselines method)
test_multi_step() (tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers method)
test_naive_prioritized_replay() (tensorforce.tests.test_dqn_memories.TestDQNMemories method)
test_natural_gradient() (tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers method)
test_network_baseline() (tensorforce.tests.test_vpg_baselines.TestVPGBaselines method)
test_optimized_step() (tensorforce.tests.test_vpg_optimizers.TestVPGOptimizers method)
test_prioritized_replay() (tensorforce.tests.test_dqn_memories.TestDQNMemories method)
test_reinforceio_homepage() (tensorforce.tests.test_tutorial_code.TestTutorialCode method)
test_replay() (tensorforce.tests.test_dqn_memories.TestDQNMemories method)
test_states_baseline() (tensorforce.tests.test_vpg_baselines.TestVPGBaselines method)
TestConstantAgent (class in tensorforce.tests.test_constant_agent)
TestDDQNAgent (class in tensorforce.tests.test_ddqn_agent)
TestDQFDAgent (class in tensorforce.tests.test_dqfd_agent)
TestDQNAgent (class in tensorforce.tests.test_dqn_agent)
TestDQNMemories (class in tensorforce.tests.test_dqn_memories)
TestDQNNstepAgent (class in tensorforce.tests.test_dqn_nstep_agent)
TestNAFAgent (class in tensorforce.tests.test_naf_agent)
TestPPOAgent (class in tensorforce.tests.test_ppo_agent)
TestQuickstartExample (class in tensorforce.tests.test_quickstart_example)
TestRandomAgent (class in tensorforce.tests.test_random_agent)
TestRewardEstimation (class in tensorforce.tests.test_reward_estimation)
TestTRPOAgent (class in tensorforce.tests.test_trpo_agent)
TestTutorialCode (class in tensorforce.tests.test_tutorial_code)
TestTutorialCode.MyClient (class in tensorforce.tests.test_tutorial_code)
TestVPGAgent (class in tensorforce.tests.test_vpg_agent)
TestVPGBaselines (class in tensorforce.tests.test_vpg_baselines)
TestVPGOptimizers (class in tensorforce.tests.test_vpg_optimizers)
text_output() (tensorforce.meta_parameter_recorder.MetaParameterRecorder method)
tf_action_exploration() (tensorforce.models.Model method)
(tensorforce.models.model.Model method)
tf_actions_and_internals() (tensorforce.models.constant_model.ConstantModel method)
(tensorforce.models.DistributionModel method)
(tensorforce.models.Model method)
(tensorforce.models.distribution_model.DistributionModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.random_model.RandomModel method)
tf_apply() (tensorforce.core.networks.Conv1d method)
(tensorforce.core.networks.Conv2d method)
(tensorforce.core.networks.Dense method)
(tensorforce.core.networks.Dropout method)
(tensorforce.core.networks.Dueling method)
(tensorforce.core.networks.Embedding method)
(tensorforce.core.networks.Flatten method)
(tensorforce.core.networks.InternalLstm method)
(tensorforce.core.networks.Layer method)
(tensorforce.core.networks.LayeredNetwork method)
(tensorforce.core.networks.Linear method)
(tensorforce.core.networks.Lstm method)
(tensorforce.core.networks.Network method)
(tensorforce.core.networks.Nonlinearity method)
(tensorforce.core.networks.Pool2d method)
(tensorforce.core.networks.layer.Conv1d method)
(tensorforce.core.networks.layer.Conv2d method)
(tensorforce.core.networks.layer.Dense method)
(tensorforce.core.networks.layer.Dropout method)
(tensorforce.core.networks.layer.Dueling method)
(tensorforce.core.networks.layer.Embedding method)
(tensorforce.core.networks.layer.Flatten method)
(tensorforce.core.networks.layer.InternalLstm method)
(tensorforce.core.networks.layer.Layer method)
(tensorforce.core.networks.layer.Linear method)
(tensorforce.core.networks.layer.Lstm method)
(tensorforce.core.networks.layer.Nonlinearity method)
(tensorforce.core.networks.layer.Pool2d method)
(tensorforce.core.networks.network.LayeredNetwork method)
(tensorforce.core.networks.network.Network method)
tf_compare() (tensorforce.models.pg_prob_ratio_model.PGProbRatioModel method)
(tensorforce.models.PGProbRatioModel method)
tf_demo_loss() (tensorforce.models.q_demo_model.QDemoModel method)
(tensorforce.models.QDemoModel method)
tf_demo_optimization() (tensorforce.models.q_demo_model.QDemoModel method)
(tensorforce.models.QDemoModel method)
tf_discounted_cumulative_reward() (tensorforce.models.Model method)
(tensorforce.models.model.Model method)
tf_dtype() (in module tensorforce.util)
tf_entropy() (tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
tf_explore() (tensorforce.core.explorations.Constant method)
(tensorforce.core.explorations.EpsilonDecay method)
(tensorforce.core.explorations.Exploration method)
(tensorforce.core.explorations.LinearDecay method)
(tensorforce.core.explorations.OrnsteinUhlenbeckProcess method)
(tensorforce.core.explorations.constant.Constant method)
(tensorforce.core.explorations.epsilon_anneal.EpsilonAnneal method)
(tensorforce.core.explorations.epsilon_decay.EpsilonDecay method)
(tensorforce.core.explorations.exploration.Exploration method)
(tensorforce.core.explorations.linear_decay.LinearDecay method)
(tensorforce.core.explorations.ornstein_uhlenbeck_process.OrnsteinUhlenbeckProcess method)
tf_initialize() (tensorforce.core.optimizers.solvers.conjugate_gradient.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.Iterative method)
(tensorforce.core.optimizers.solvers.LineSearch method)
(tensorforce.core.optimizers.solvers.iterative.Iterative method)
(tensorforce.core.optimizers.solvers.line_search.LineSearch method)
tf_kl_divergence() (tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
(tensorforce.models.DistributionModel method)
(tensorforce.models.distribution_model.DistributionModel method)
tf_log_probability() (tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
tf_loss() (tensorforce.core.baselines.Baseline method)
(tensorforce.core.baselines.baseline.Baseline method)
(tensorforce.models.Model method)
(tensorforce.models.model.Model method)
tf_loss_per_instance() (tensorforce.models.constant_model.ConstantModel method)
(tensorforce.models.Model method)
(tensorforce.models.PGModel method)
(tensorforce.models.QModel method)
(tensorforce.models.QNAFModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.pg_model.PGModel method)
(tensorforce.models.q_model.QModel method)
(tensorforce.models.q_naf_model.QNAFModel method)
(tensorforce.models.random_model.RandomModel method)
tf_next_step() (tensorforce.core.optimizers.solvers.conjugate_gradient.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.Iterative method)
(tensorforce.core.optimizers.solvers.LineSearch method)
(tensorforce.core.optimizers.solvers.iterative.Iterative method)
(tensorforce.core.optimizers.solvers.line_search.LineSearch method)
tf_optimization() (tensorforce.models.Model method)
(tensorforce.models.PGModel method)
(tensorforce.models.QModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.pg_model.PGModel method)
(tensorforce.models.q_model.QModel method)
tf_optimizers (tensorforce.core.optimizers.tf_optimizer.TFOptimizer attribute)
(tensorforce.core.optimizers.TFOptimizer attribute)
tf_parameterize() (tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
tf_pg_loss_per_instance() (tensorforce.models.pg_log_prob_model.PGLogProbModel method)
(tensorforce.models.PGLogProbModel method)
(tensorforce.models.PGModel method)
(tensorforce.models.PGProbRatioModel method)
(tensorforce.models.pg_model.PGModel method)
(tensorforce.models.pg_prob_ratio_model.PGProbRatioModel method)
tf_predict() (tensorforce.core.baselines.aggregated_baseline.AggregatedBaseline method)
(tensorforce.core.baselines.AggregatedBaseline method)
(tensorforce.core.baselines.Baseline method)
(tensorforce.core.baselines.NetworkBaseline method)
(tensorforce.core.baselines.baseline.Baseline method)
(tensorforce.core.baselines.network_baseline.NetworkBaseline method)
tf_preprocess_reward() (tensorforce.models.Model method)
(tensorforce.models.model.Model method)
tf_preprocess_states() (tensorforce.models.Model method)
(tensorforce.models.model.Model method)
tf_process() (tensorforce.core.preprocessing.Clip method)
(tensorforce.core.preprocessing.Divide method)
(tensorforce.core.preprocessing.Grayscale method)
(tensorforce.core.preprocessing.ImageResize method)
(tensorforce.core.preprocessing.Normalize method)
(tensorforce.core.preprocessing.Preprocessor method)
(tensorforce.core.preprocessing.RunningStandardize method)
(tensorforce.core.preprocessing.Sequence method)
(tensorforce.core.preprocessing.Standardize method)
(tensorforce.core.preprocessing.clip.Clip method)
(tensorforce.core.preprocessing.divide.Divide method)
(tensorforce.core.preprocessing.grayscale.Grayscale method)
(tensorforce.core.preprocessing.image_resize.ImageResize method)
(tensorforce.core.preprocessing.normalize.Normalize method)
(tensorforce.core.preprocessing.preprocessor.Preprocessor method)
(tensorforce.core.preprocessing.running_standardize.RunningStandardize method)
(tensorforce.core.preprocessing.sequence.Sequence method)
(tensorforce.core.preprocessing.standardize.Standardize method)
tf_q_delta() (tensorforce.models.q_model.QModel method)
(tensorforce.models.QModel method)
(tensorforce.models.QNstepModel method)
(tensorforce.models.q_nstep_model.QNstepModel method)
tf_q_value() (tensorforce.models.q_model.QModel method)
(tensorforce.models.QModel method)
(tensorforce.models.QNAFModel method)
(tensorforce.models.q_naf_model.QNAFModel method)
tf_reference() (tensorforce.models.pg_prob_ratio_model.PGProbRatioModel method)
(tensorforce.models.PGProbRatioModel method)
tf_regularization_loss() (tensorforce.core.baselines.aggregated_baseline.AggregatedBaseline method)
(tensorforce.core.baselines.AggregatedBaseline method)
(tensorforce.core.baselines.Baseline method)
(tensorforce.core.baselines.NetworkBaseline method)
(tensorforce.core.baselines.baseline.Baseline method)
(tensorforce.core.baselines.network_baseline.NetworkBaseline method)
(tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
(tensorforce.core.networks.Conv1d method)
(tensorforce.core.networks.Conv2d method)
(tensorforce.core.networks.Dense method)
(tensorforce.core.networks.Dueling method)
(tensorforce.core.networks.Embedding method)
(tensorforce.core.networks.Layer method)
(tensorforce.core.networks.LayerBasedNetwork method)
(tensorforce.core.networks.Linear method)
(tensorforce.core.networks.Network method)
(tensorforce.core.networks.layer.Conv1d method)
(tensorforce.core.networks.layer.Conv2d method)
(tensorforce.core.networks.layer.Dense method)
(tensorforce.core.networks.layer.Dueling method)
(tensorforce.core.networks.layer.Embedding method)
(tensorforce.core.networks.layer.Layer method)
(tensorforce.core.networks.layer.Linear method)
(tensorforce.core.networks.network.LayerBasedNetwork method)
(tensorforce.core.networks.network.Network method)
tf_regularization_losses() (tensorforce.models.distribution_model.DistributionModel method)
(tensorforce.models.DistributionModel method)
(tensorforce.models.Model method)
(tensorforce.models.PGModel method)
(tensorforce.models.QNAFModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.pg_model.PGModel method)
(tensorforce.models.q_naf_model.QNAFModel method)
tf_reward_estimation() (tensorforce.models.pg_model.PGModel method)
(tensorforce.models.PGModel method)
tf_sample() (tensorforce.core.distributions.Bernoulli method)
(tensorforce.core.distributions.Beta method)
(tensorforce.core.distributions.Categorical method)
(tensorforce.core.distributions.Distribution method)
(tensorforce.core.distributions.Gaussian method)
(tensorforce.core.distributions.bernoulli.Bernoulli method)
(tensorforce.core.distributions.beta.Beta method)
(tensorforce.core.distributions.categorical.Categorical method)
(tensorforce.core.distributions.distribution.Distribution method)
(tensorforce.core.distributions.gaussian.Gaussian method)
tf_solve() (tensorforce.core.optimizers.solvers.conjugate_gradient.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.Iterative method)
(tensorforce.core.optimizers.solvers.LineSearch method)
(tensorforce.core.optimizers.solvers.Solver method)
(tensorforce.core.optimizers.solvers.iterative.Iterative method)
(tensorforce.core.optimizers.solvers.line_search.LineSearch method)
(tensorforce.core.optimizers.solvers.solver.Solver method)
tf_step() (tensorforce.core.optimizers.clipped_step.ClippedStep method)
(tensorforce.core.optimizers.ClippedStep method)
(tensorforce.core.optimizers.Evolutionary method)
(tensorforce.core.optimizers.GlobalOptimizer method)
(tensorforce.core.optimizers.MultiStep method)
(tensorforce.core.optimizers.NaturalGradient method)
(tensorforce.core.optimizers.OptimizedStep method)
(tensorforce.core.optimizers.Optimizer method)
(tensorforce.core.optimizers.Synchronization method)
(tensorforce.core.optimizers.TFOptimizer method)
(tensorforce.core.optimizers.evolutionary.Evolutionary method)
(tensorforce.core.optimizers.global_optimizer.GlobalOptimizer method)
(tensorforce.core.optimizers.multi_step.MultiStep method)
(tensorforce.core.optimizers.natural_gradient.NaturalGradient method)
(tensorforce.core.optimizers.optimized_step.OptimizedStep method)
(tensorforce.core.optimizers.optimizer.Optimizer method)
(tensorforce.core.optimizers.solvers.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.Iterative method)
(tensorforce.core.optimizers.solvers.LineSearch method)
(tensorforce.core.optimizers.solvers.conjugate_gradient.ConjugateGradient method)
(tensorforce.core.optimizers.solvers.iterative.Iterative method)
(tensorforce.core.optimizers.solvers.line_search.LineSearch method)
(tensorforce.core.optimizers.synchronization.Synchronization method)
(tensorforce.core.optimizers.tf_optimizer.TFOptimizer method)
tf_tensors() (tensorforce.core.networks.Layer method)
(tensorforce.core.networks.layer.Layer method)
TFOptimizer (class in tensorforce.core.optimizers)
(class in tensorforce.core.optimizers.tf_optimizer)
ThreadedRunner (class in tensorforce.execution)
(class in tensorforce.execution.threaded_runner)
translate_abstract_actions_to_keys() (tensorforce.contrib.unreal_engine.UE4Environment method)
TRPOAgent (class in tensorforce.agents)
(class in tensorforce.agents.trpo_agent)
U
UE4Environment (class in tensorforce.contrib.unreal_engine)
update() (tensorforce.models.Model method)
(tensorforce.models.QModel method)
(tensorforce.models.model.Model method)
(tensorforce.models.q_model.QModel method)
update_batch() (tensorforce.core.memories.Memory method)
(tensorforce.core.memories.NaivePrioritizedReplay method)
(tensorforce.core.memories.PrioritizedReplay method)
(tensorforce.core.memories.Replay method)
(tensorforce.core.memories.memory.Memory method)
(tensorforce.core.memories.naive_prioritized_replay.NaivePrioritizedReplay method)
(tensorforce.core.memories.prioritized_replay.PrioritizedReplay method)
(tensorforce.core.memories.replay.Replay method)
V
VPGAgent (class in tensorforce.agents)
(class in tensorforce.agents.vpg_agent)
W
WorkerAgentGenerator() (in module tensorforce.execution.threaded_runner)
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