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Module: tf_agents.agents.cql.cql_sac_agent

A CQL-SAC Agent.

Implements Conservative Q Learning from

"Conservative Q-Learning for Offline RL" Kumar et al., 2020


class CqlSacAgent: A CQL-SAC Agent based on the SAC Agent.

class CqlSacLossInfo: CqlSacLossInfo(critic_loss, actor_loss, alpha_loss, cql_loss, cql_alpha, cql_alpha_loss)