An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning

Changnan Xiao, Haosen Shi, Jiajun Fan +1

Policy-based reinforcement learning methods suffer from the policy collapse problem. We find valued-based reinforcement learning methods with ε-greedy mechanism are capable of enjo…