Communicating via Markov decision processes

We consider the problem of communicating exogenous information by means of Markov decision process trajectories. This setting, which we call a Markov coding game (MCG), generalizes both source coding and a large class of referential games. MCGs also isolate a problem that is important in decentraliz...

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Bibliographic Details
Main Authors: Sokota, S, de Witt, CS, Igl, M, Zintgraf, L, Torr, P, Strohmeier, M, Kolter, JZ, Whiteson, S, Foerster, J
Format: Conference item
Language:English
Published: Journal of Machine Learning Research 2022