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C\'edric Colas — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
C\'edric Colas
16
papers ·
158
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
2018 · 42 citations
Guiding Pretraining in Reinforcement Learning with Large Language Models
2023 · 39 citations
A Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms
2019 · 24 citations
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments
2019 · 20 citations
Grounding Language to Autonomously-Acquired Skills via Goal Generation
2020 · 15 citations
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey
2020 · 8 citations
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning
2019 · 1 citations
Goal-Conditioned Agents that Learn Everything All at Once
2026
Code-enabled language models can outperform reasoning models on diverse tasks
2025
CLIC: Curriculum Learning and Imitation for object Control in non-rewarding environments
2019
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models
2020
Top co-authors
Olivier Sigaud
· 5
Pierre-Yves Oudeyer
· 4
Mohamed Chetouani
· 3
Pierre-Yves Oudeyer
· 3
Jacob Andreas
· 2
R\'emy Portelas
· 2
Abhishek Gupta
· 1
Ahmed Akakzia
· 1
Alistair Letcher
· 1
Boris Hejblum
· 1
Cedegao E. Zhang
· 1
Cl\'ement Moulin-Frier and M\'elanie Prague
· 1
Topics
Exploration
Meta-RL
Value-Based
Model-Based RL
RLHF & Alignment
Safe RL
Multi-Agent
Policy Gradient
Game AI