5 citations · 5 across the 2 of their papers we have counts for
3 papers · 1 filter
HSVI can solve zero-sum Partially Observable Stochastic Games
Aurélien Delage, Olivier Buffet, Jilles S. Dibangoye +1
State-of-the-art methods for solving 2-player zero-sum imperfect information games rely on linear programming or regret minimization, though not on dynamic programming (DP) or heur…
Solving infinite-horizon Dec-POMDPs using Finite State Controllers within JESP
Yang You, Vincent Thomas, Francis Colas +1
This paper looks at solving collaborative planning problems formalized as Decentralized POMDPs (Dec-POMDPs) by searching for Nash equilibria, i.e., situations where each agent's po…
Monte Carlo Information-Oriented Planning
Vincent Thomas, Gérémy Hutin, Olivier Buffet
In this article, we discuss how to solve information-gathering problems expressed as rho-POMDPs, an extension of Partially Observable Markov Decision Processes (POMDPs) whose rewar…