TRE: Encouraging Exploration in the Trust Region

Chao Huang, Yujing Lu, Quangang Li +8

Entropy regularization is a standard technique in reinforcement learning (RL) to enhance exploration, yet it yields negligible effects or even degrades performance in Large Languag…