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Module: tf_agents.agents.sac.sac_agent

View source on GitHub

A Soft Actor-Critic Agent.

Implements the Soft Actor-Critic (SAC) algorithm from "Soft Actor-Critic Algorithms and Applications" by Haarnoja et al (2019).

Classes

class SacAgent: A SAC Agent.

class SacLossInfo: SacLossInfo(critic_loss, actor_loss, alpha_loss)

Functions

std_clip_transform(...)