2 papers
cs.MA2025
Game-Theoretic Understandings of Multi-Agent Systems with Multiple Objectives
Yue Wang, Zixin Lin, Qianyi Tan +1
Agents in many multi-agent systems must balance several, possibly conflicting, objectives, and the trade-offs an agent can achieve depend on how the other agents behave. We study t…
cs.MA2025
Distributionally Robust Markov Games with Average Reward
Zachary Roch, Yue Wang
We propose and study distributionally robust Markov games (DR-MGs) with the average-reward criterion as a crucial framework for multi-agent decision-making under model mismatches a…