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researcher

Cédric Colas

31 papers hereh-index 202.1k citations47 works total

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

author position
  • first author12
  • middle author17
  • last author2

Across the 31 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • cs.AI11
  • cs.CL1
  • cs.HC1
  • cs.NE1
  • physics.soc-ph1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedGEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms

76 citations · 471 across the 29 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.AI2022★ 1 cited

Language and Culture Internalisation for Human-Like Autotelic AI

Cédric Colas, Tristan Karch, Clément Moulin-Frier +1

Building autonomous agents able to grow open-ended repertoires of skills across their lives is a fundamental goal of artificial intelligence (AI). A promising developmental approac…

cs.AI2022★ 1 cited

Help Me Explore: Minimal Social Interventions for Graph-Based Autotelic Agents

Ahmed Akakzia, Olivier Serris, Olivier Sigaud +1

In the quest for autonomous agents learning open-ended repertoires of skills, most works take a Piagetian perspective: learning trajectories are the results of interactions between…

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