Balancing Value Underestimation and Overestimation with Realistic Actor-Critic

Sicen Li, Qinyun Tang, Yiming Pang +2

Model-free deep reinforcement learning (RL) has been successfully applied to challenging continuous control domains. However, poor sample efficiency prevents these methods from bei…