Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization.

Mon, 01 Jul 2024 01:00:00 +0200

Fan Li , Mingsheng Fu , Wenyu Chen, Fan Zhang , Haixian Zhang , Hong Qu , Zhang Yi :
Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8783-8796 (2024)