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20112026
most citedMastering Atari, Go, Chess and Shogi by Planning with a Learned Model

1.2k citations · 4.4k across the 42 of their papers we have counts for

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cs.NE2018

Malthusian Reinforcement Learning

Joel Z. Leibo, Julien Perolat, Edward Hughes +6

Here we explore a new algorithmic framework for multi-agent reinforcement learning, called Malthusian reinforcement learning, which extends self-play to include fitness-linked popu…

cs.NE2018★ 71 cited

Inequity aversion improves cooperation in intertemporal social dilemmas

Edward Hughes, Joel Z. Leibo, Matthew G. Phillips +9

Groups of humans are often able to find ways to cooperate with one another in complex, temporally extended social dilemmas. Models based on behavioral economics are only able to ex…