Concepedia

Cédric Colas

CC

15

Publications

514

Citations

14

H-Index

2018

Active since

Affiliations

Institut Systèmes Intelligents et de Robotique(Current)

Institut national de recherche en sciences et technologies du numérique

Sorbonne Université

École Nationale Supérieure de Techniques Avancées

Microsoft Research (United Kingdom)

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

Top concepts

Artificial IntelligenceEngineeringRobot LearningCognitive ScienceMachine LearningLanguageComputer ScienceDeep LearningAutonomous LearningIntelligent Systems

Publications per year

2018–2023

15

Publications

15

GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms

Cédric Colas, Olivier Sigaud, Pierre‐Yves Oudeyer · arXiv (Cornell University) · 2018 · 75 citations · Full text

Artificial Intelligence, Standard Deep Reinforcement, Gradient Descent +15

How Many Random Seeds? Statistical Power Analysis in Deep Reinforcement Learning Experiments

Cédric Colas, Olivier Sigaud, Pierre‐Yves Oudeyer · arXiv (Cornell University) · 2018 · 59 citations · Full text

Artificial Intelligence, Cognitive Science, Statistical Power Analysis +14

Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration

Cédric Colas, Tristan Karch, Nicolas Lair et al. · arXiv (Cornell University) · 2020 · 56 citations · Full text

Artificial Intelligence, Language Grounding, Engineering +24

Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey

Cédric Colas, Tristan Karch, Olivier Sigaud et al. · Journal of Artificial Intelligence Research · 2022 · 50 citations · Full text

Teacher algorithms for curriculum learning of Deep RL in continuously\n parameterized environments

Rémy Portelas, Cédric Colas, Katja Hofmann et al. · arXiv (Cornell University) · 2019 · 44 citations · Full text

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