All learning is Local: Multi-agent Learning in Global Reward Games

Chang, Yu-han, Ho, Tracey, Kaelbling, Leslie P.

Neural Information Processing Systems 

Learning in a single-agent stationary-enVironment setting can be a hard problem, but relative to the rnulti-agent learning problem, it is easy.

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