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researcher

J. Pérolat

25 papers hereh-index 293.8k citations59 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author19

Across the 23 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI6
  • cs.MA5
  • cs.GT4
  • cs.NE1
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedA Unified Game-Theoretic Approach to Multiagent Reinforcement Learning

142 citations · 299 across the 8 of their papers we have counts for

collaborators
Showing cs.NEShow all

1 paper · 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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.