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…
