3 papers
cs.MA2025
Successor Features for Transfer in Alternating Markov Games
Sunny Amatya, Yi Ren, Zhe Xu +1
This paper explores successor features for knowledge transfer in zero-sum, complete-information, and turn-based games. Prior research in single-agent systems has shown that success…
cs.RO2025
Parametric Value Approximation for General-sum Differential Games with State Constraints
Lei Zhang, Mukesh Ghimire, Wenlong Zhang +2
General-sum differential games can approximate values solved by Hamilton-Jacobi-Isaacs (HJI) equations for efficient inference when information is incomplete. However, solving such…
cs.GT2025
Two-Player Zero-Sum Differential Games with One-Sided Information
Mukesh Ghimire, Zhe Xu, Yi Ren
Unlike Poker where the action space is discrete, differential games in the physical world often have continuous action spaces not amenable to discrete abstraction, re…