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Module: tf_agents.agents.td3.td3_agent

Twin Delayed Deep Deterministic policy gradient (TD3) agent.

TD3 extends DDPG by adding an extra critic network and using the minimum of the two critic values to reduce overestimation bias.

"Addressing Function Approximation Error in Actor-Critic Methods" by Fujimoto et al.

For the full paper, see https://arxiv.org/abs/1802.09477

Classes

class Td3Agent: A TD3 Agent.

class Td3Info: Td3Info(actor_loss, critic_loss)

absolute_import Instance of __future__._Feature
division Instance of __future__._Feature
print_function Instance of __future__._Feature