Cédric Colas - Concepedia

Author

Cédric Colas

Institut Systèmes Intelligents et de Robotique ORCID

Also Known As

Cedric Colas, Chetouani, Mohamed, Colas, C\'edric, Colas, Cedric, Colas, Cédric, Cédric Colas, Mohamed Chetouani

Publications

655

Citations

H-Index

Concepts

All Affiliations

Institut Systèmes Intelligents et de Robotique Institut national de recherche en sciences et technologies du numérique Sorbonne Université École Nationale Supérieure de Techniques Avancées Microsoft Research (United Kingdom)

About

Cédric Colas is an author at Institut Systèmes Intelligents et de Robotique specializing in artificial intelligence, robot learning, and engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	12	12	393
2	Language Studies	6	6	192
3	Education	2	2	95
4	Management	1	1	17
5	Social Sciences	1	1	13

Cédric Colas

Publications

514

Citations

H-Index

Page 1

	Year	Citations
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms Cédric Colas, Olivier Sigaud, Pierre‐Yves Oudeyer arXiv (Cornell University) Artificial IntelligenceStandard Deep ReinforcementGradient DescentEngineeringMachine Learning	2018	75
How Many Random Seeds? Statistical Power Analysis in Deep Reinforcement Learning Experiments Cédric Colas, Olivier Sigaud, Pierre‐Yves Oudeyer arXiv (Cornell University) Artificial IntelligenceCognitive ScienceStatistical Power AnalysisMachine LearningData Science	2018	59
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration Cédric Colas, Tristan Karch, Nicolas Lair, arXiv (Cornell University) Artificial IntelligenceLanguage GroundingEngineeringNeurolinguisticsCognition	2020	56
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey Cédric Colas, Tristan Karch, Olivier Sigaud, Journal of Artificial Intelligence Research	2022	50
Teacher algorithms for curriculum learning of Deep RL in continuously\n parameterized environments Rémy Portelas, Cédric Colas, Katja Hofmann, arXiv (Cornell University)	2019	44
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning Cédric Colas, Pierre Fournier, Olivier Sigaud, arXiv (Cornell University) Artificial IntelligenceMotivated ExplorationCognitive ScienceRoboticsOwn Goals	2018	42
Guiding Pretraining in Reinforcement Learning with Large Language Models Yuqing Du, Olivia Watkins, Zihan Wang, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsMultilingual Pretraining	2023	39
Language and culture internalization for human-like autotelic AI Cédric Colas, Tristan Karch, Clément Moulin-Frier, Nature Machine Intelligence Artificial IntelligenceIntelligent AgentHuman-ai InteractionHumanartificial Intelligence CollaborationLinguistics	2022	27
CURIOUS: Intrinsically Motivated Multi-Task Multi-Goal Reinforcement Learning Cédric Colas, Pierre Fournier, Olivier Sigaud, HAL AMU Artificial IntelligenceEngineeringMachine LearningBehavioral Decision MakingMulti-agent Learning	2018	25
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments Rémy Portelas, Cédric Colas, Katja Hofmann, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningSequential LearningAlgorithmic Learning	2019	20

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