activity
20182025
most citedSocial Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement Learning

254 citations · 1.1k across the 26 of their papers we have counts for

collaborators
Showing cs.NEShow all

2 papers · 1 filter

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…