3 papers
cs.MA2026
Boltzmann-based Exploration for Robust Decentralized Multi-Agent Planning (Extended Version)
Nhat D. A. Nguyen, Duong D. Nguyen, Gianluca Rizzo +1
Decentralized Monte Carlo Tree Search (Dec-MCTS) is widely used for cooperative multi-agent planning but struggles in sparse or skewed reward environments. We introduce Coordinated…
cs.MA2024
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…
cs.GT2024
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…