ba96e585d2ac8e1f940080d5b669976bdec8723b,agents/actor_critic_agent.py,ActorCriticAgent,learn_from_batch,#ActorCriticAgent#Any#,55

Before Change

        total_loss, losses, unclipped_grads = result[:3]
        self.action_advantages.add_sample(action_advantages)
        self.unclipped_grads.add_sample(unclipped_grads)
        logger.create_signal_value("Value Loss", losses[0])
        logger.create_signal_value("Policy Loss", losses[1])

        return total_loss

After Change

        self.action_advantages.add_sample(action_advantages)
        self.unclipped_grads.add_sample(unclipped_grads)
        self.value_loss.add_sample(losses[0])
        self.policy_loss.add_sample(losses[1])

        return total_loss

    def choose_action(self, curr_state, phase=RunPhase.TRAIN):

Instances