Multi-agent common knowledge reinforcement learning

Cooperative multi-agent reinforcement learning often requires decentralised policies, which severely limit the agents' ability to coordinate their behaviour. In this paper, we show that common knowledge between agents allows for complex decentralised coordination. Common knowledge arises natura...

Full description

Bibliographic Details
Main Authors: de Witt, C, Foerster, J, Farquhar, G, Torr, PHS, Boehmer, W, Whiteson, S
Format: Conference item
Language:English
Published: Massachusetts Institute of Technology Press 2019