2 papers
cs.AI2018
Mean-based Heuristic Search for Real-Time Planning
Damien Pellier, Bruno Bouzy, Marc Métivier
In this paper, we introduce a new heuristic search algorithm based on mean values for real-time planning, called MHSP. It consists in associating the principles of UCT, a bandit-ba…
cs.LG2018
Hedging Algorithms and Repeated Matrix Games
Bruno Bouzy, Marc Métivier, Damien Pellier
Playing repeated matrix games (RMG) while maximizing the cumulative returns is a basic method to evaluate multi-agent learning (MAL) algorithms. Previous work has shown that ,…