2024 AAAI AAAI 2024

On the Outcome Equivalence of Extensive-Form and Behavioral Correlated Equilibria

Abstract

Abstract We investigate two notions of correlated equilibrium for extensive-form games: the extensive-form correlated equilibrium (EFCE) and the behavioral correlated equilibrium (BCE). We show that the two are outcome-equivalent, in the sense that every outcome distribution achievable under one notion is achievable under the other. Our result implies, to our knowledge, the first polynomial-time algorithm for computing a BCE.

🌉 Interdisciplinary Bridge — Artificial Intelligence and Computer Science and Machine Learning and Mathematics & Optimization
🧭 Keyword Pioneer — outcome equivalence
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy