Policy Gradient With Value Function Approximation For Collective Multiagent Planning

Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau

Decentralized (PO)MDPs provide an expressive framework for sequential decision making in a multiagent system. Given their computational complexity, recent research has focused on t…