Effective Communications: A Joint Learning and Communication Framework for Multi-Agent Reinforcement Learning Over Noisy Channels

We propose a novel formulation of the "effectiveness problem" in communications, put forth by Shannon and Weaver in their seminal work " The Mathematical Theory of Communication ", by considering multiple agents communicating over a noisy channel in order to achieve better coordi...

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Veröffentlicht in:IEEE journal on selected areas in communications Jg. 39; H. 8; S. 2590 - 2603
Hauptverfasser: Tung, Tze-Yang, Kobus, Szymon, Roig, Joan Pujol, Gunduz, Deniz
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.08.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:0733-8716, 1558-0008
Online-Zugang:Volltext
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