Learning to Cooperate via Policy Search

no code implementations • 7 Aug 2014 • Leonid Peshkin, Kee-Eung Kim, Nicolas Meuleau, Leslie Pack Kaelbling

Cooperative games are those in which both agents share the same payoff structure.

Q-Learning reinforcement-learning +1

A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains

no code implementations • 15 Jan 2014 • Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman, Eric A. Hansen, Mausam

We consider the problem of optimal planning in stochastic domains with resource constraints, where the resources are continuous and the choice of action at each step depends on resource availability.