mushroom_rl_benchmark.builders.rst

Builders

mushroom_rl_benchmark.builders.environment_builder

mushroom_rl_benchmark.builders.agent_builder

Policy Search Builders

Policy Gradient

mushroom_rl_benchmark.builders.policy_search.policy_gradient

Black-Box optimization

mushroom_rl_benchmark.builders.policy_search.black_box_optimization

Value Based Builders

Temporal Difference

mushroom_rl_benchmark.builders.value.td.td_finite

mushroom_rl_benchmark.builders.value.td.td_trace

mushroom_rl_benchmark.builders.value.td.sarsa_lambda_continuous

mushroom_rl_benchmark.builders.value.td.true_online_sarsa_lambda

DQN

mushroom_rl_benchmark.builders.value.dqn.dqn

mushroom_rl_benchmark.builders.value.dqn.double_dqn

mushroom_rl_benchmark.builders.value.dqn.averaged_dqn

mushroom_rl_benchmark.builders.value.dqn.prioritized_dqn

mushroom_rl_benchmark.builders.value.dqn.dueling_dqn

mushroom_rl_benchmark.builders.value.dqn.maxmin_dqn

mushroom_rl_benchmark.builders.value.dqn.noisy_dqn

mushroom_rl_benchmark.builders.value.dqn.categorical_dqn

Actor Critic Builders

Classic AC

mushroom_rl_benchmark.builders.actor_critic.classic_actor_critic.stochastic_ac

mushroom_rl_benchmark.builders.actor_critic.classic_actor_critic.copdac_q

Deep AC

mushroom_rl_benchmark.builders.actor_critic.deep_actor_critic.a2c

mushroom_rl_benchmark.builders.actor_critic.deep_actor_critic.ddpg

mushroom_rl_benchmark.builders.actor_critic.deep_actor_critic.ppo

mushroom_rl_benchmark.builders.actor_critic.deep_actor_critic.sac

mushroom_rl_benchmark.builders.actor_critic.deep_actor_critic.td3

mushroom_rl_benchmark.builders.actor_critic.deep_actor_critic.trpo