On the interaction between supervision and self-play in emergent communication

ICLR 2020 Ryan LoweAbhinav GuptaJakob FoersterDouwe KielaJoelle Pineau

A promising approach for teaching artificial agents to use natural language involves using human-in-the-loop training. However, recent work suggests that current machine learning methods are too data inefficient to be trained in this way from scratch... (read more)

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