Deep coordination graphs

This paper introduces the deep coordination graph (DCG) for collaborative multi-agent reinforcement learning. DCG strikes a flexible trade-off between representational capacity and generalization by factoring the joint value function of all agents according to a coordination graph into payoffs betwe...

Full description

Bibliographic Details
Main Authors: Boehmer, W, Kurin, V, Whiteson, S
Format: Conference item
Language:English
Published: Journal of Machine Learning Research 2020