Module: tf_agents.agents

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Module importing all agents.

Modules

behavioral_cloning module: A Behavioral Cloning agent.

categorical_dqn module: A Categorical DQN (C51) agent.

ddpg module: A Deep Deterministic Policy Gradient (DDPG) agent and its networks.

dqn module: A DQN (Deep Q Network) agent.

ppo module: PPO Agents.

reinforce module: A REINFORCE agent.

sac module: A Soft Actor Critic agent.

td3 module: Twin Delayed Deep Deterministic policy gradient (TD3) agent.

tf_agent module: TensorFlow RL Agent API.

Classes

class BehavioralCloningAgent: An behavioral cloning Agent.

class CategoricalDqnAgent: A Categorical DQN Agent based on the DQN Agent.

class DdpgAgent: A DDPG Agent.

class DqnAgent: A DQN Agent.

class PPOAgent: A PPO Agent.

class ReinforceAgent: A REINFORCE Agent.

class SacAgent: A SAC Agent.

class Td3Agent: A TD3 Agent.