Optimal Coordinated Planning Amongst Self-Interested Agents with Private State

Ruggiero Cavallo, David C. Parkes, Satinder Singh

Consider a multi-agent system in a dynamic and uncertain environment. Each agent's local decision problem is modeled as a Markov decision process (MDP) and agents must coordinate o…