Stable opponent shaping in differentiable games

A growing number of learning methods are actually differentiable games whose players optimise multiple, interdependent objectives in parallel – from GANs and intrinsic curiosity to multi-agent RL. Opponent shaping is a powerful approach to improve learning dynamics in these games, accounting for pla...

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Bibliographic Details
Main Authors: Letcher, A, Foerster, J, Balduzzi, D, Rocktaschel, T, Whiteson, S
Format: Conference item
Published: OpenReview 2019