Scalability of Message Encoding Techniques for Continuous Communication Learned with Multi-Agent Reinforcement Learning

no code implementations • 9 Aug 2023 • Astrid Vanneste, Thomas Somers, Simon Vanneste, Kevin Mets, Tom De Schepper, Siegfried Mercelis, Peter Hellinckx

Therefore, we analyse the communication protocol used by the agents that use the mean message encoder and can conclude that the agents use a combination of an exponential and a logarithmic function in their communication policy to avoid the loss of important information after applying the mean message encoder.

Multi-agent Reinforcement Learning