5 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.MA2022★ 5 cited
Hierarchical Decompositions of Stochastic Pursuit-Evasion Games
Yue Guan, Mohammad Afshari, Qifan Zhang +1
In this work we present a hierarchical framework for solving discrete stochastic pursuit-evasion games (PEGs) in large grid worlds. With a partition of the grid world into supersta…
cs.LG2020★ 2 cited
Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation
Yue Guan, Qifan Zhang, Panagiotis Tsiotras
We explore the use of policy approximations to reduce the computational cost of learning Nash equilibria in zero-sum stochastic games. We propose a new Q-learning type algorithm th…