The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective

Renye Yan, Yaozhong Gan, You Wu +4

The imbalance of exploration and exploitation has long been a significant challenge in reinforcement learning. In policy optimization, excessive reliance on exploration reduces lea…