Proximal Policy Optimization

class tensorforce.agents.ProximalPolicyOptimization(states, actions, max_episode_timesteps, network='auto', batch_size=10, update_frequency=None, learning_rate=0.0003, subsampling_fraction=0.33, optimization_steps=10, likelihood_ratio_clipping=0.2, discount=0.99, estimate_terminal=False, critic_network=None, critic_optimizer=None, preprocessing=None, exploration=0.0, variable_noise=0.0, l2_regularization=0.0, entropy_regularization=0.0, name='agent', device=None, parallel_interactions=1, seed=None, execution=None, saver=None, summarizer=None, recorder=None)[source]

Proximal Policy Optimization agent (specification key: ppo).