3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.AI2021★ 3 cited
Smooth Q-learning: Accelerate Convergence of Q-learning Using Similarity
Wei Liao, Xiaohui Wei, Jizhou Lai
An improvement of Q-learning is proposed in this paper. It is different from classic Q-learning in that the similarity between different states and actions is considered in the pro…
eess.SY2020
Recursive Regret Matching: A General Method for Solving Time-invariant Nonlinear Zero-sum Differential Games
Wei Liao, Xiaohui Wei, Jizhou Lai
In this paper, a new method is proposed to compute the rolling Nash equilibrium of the time-invariant nonlinear two-person zero-sum differential games. The idea is to discretize th…