Shuwei Sun

RAVEN: Receiver-conditioned Action-Value ENcoding for Finite-Symbol Multi-Agent Communication

Reference implementation of RAVEN, a finite-symbol (K = 4, 2 bits per message) communication method for cooperative multi-agent reinforcement learning. A sender's symbol is chosen so that, in the receiver's own decision context, the receiver's centred action-value profile matches the one it would have with full informa...