Exploiting Extensive-Form Structure in Empirical Game-Theoretic Analysis

C Konicki, M Chakraborty, MP Wellman 18th Conference on Web and Internet Economics (WINE), 2022 (Forthcoming) Abstract Empirical game-theoretic analysis (EGTA) is a general framework for reasoning about complex games using agent-based simulation.…

Solving Structured Hierarchical Games Using Differential Backward Induction

Z Li, F Jia, A Mate, S Jabbari, M Chakraborty, M Tambe, and Y Vorobeychik 38th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR 180: pp. 1107–1117, August 2022 Previous version presented at ICLR Workshop on Gamification…

Evaluating Strategy Exploration in Empirical Game-Theoretic Analysis

Y Wang, Q Ma and MP Wellman 21st International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), pages 1346—1354, May 2022. Abstract In empirical game-theoretic analysis (EGTA), game models are extended iteratively through…