4 papers
Satisfaction and Regret in Stackelberg Games
Langford White, Duong Nguyen, Hung Nguyen
This paper introduces the new concept of (follower) satisfaction in Stackelberg games and compares the standard Stackelberg game with its satisfaction version. Simulation results a…
United We Stand: Decentralized Multi-Agent Planning With Attrition
Nhat Nguyen, Duong Nguyen, Gianluca Rizzo +1
Decentralized planning is a key element of cooperative multi-agent systems for information gathering tasks. However, despite the high frequency of agent failures in realistic large…
Bayesian Rationality in Satisfaction Games
Langford White, Oskar Rynkiewicz, Duong Nguyen +1
We introduce a new paradigm for game theory -- Bayesian satisfaction. This novel approach is a synthesis of the idea of Bayesian rationality introduced by Aumann, and satisfaction…
Social Optimum Equilibrium Selection for Distributed Multi-Agent Optimization
Duong Nguyen, Langford White, Hung Nguyen
We study the open question of how players learn to play a social optimum pure-strategy Nash equilibrium (PSNE) through repeated interactions in general-sum coordination games. A so…