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Cdric Colas

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

15

Venues

6

Active years

2018–2025

Best venue rank

A*

Where they publish

Papers

15 indexed papers, newest first.

YearVenueTitleAuthors
2025CogSciLanguage and Experience: A Computational Model of Social Learning in Complex Novel Tasks.Cdric Colas, Tracey Mills, Ben Prystawski, Michael Henry Tessler, Noah D. Goodman, Jacob Andreas, Joshua B. Tenenbaum
2025CogSciGoal Inference using Reward-Producing Programs in a Novel Physics Environment.Guy Davidson, Graham Todd, Cdric Colas, Junyi Chu, Julian Togelius, Joshua B. Tenenbaum, Todd M. Gureckis, Brenden M. Lake
2025ICLRWhen LLMs Play the Telephone Game: Cultural Attractors as Conceptual Tools to Evaluate LLMs in Multi-turn Settings.Jrmy Perez, Grgur Kovac, Corentin Lger, Cdric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clment Moulin-Frier
2025ICMLMAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces.Loris Gaven, Thomas Carta, Clment Romac, Cdric Colas, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer
2025ICMLSelf-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI.Julien Pourcel, Cdric Colas, Pierre-Yves Oudeyer
2024CogSciWhat Should I Do Now? Goal-Centric Outlooks on Learning, Exploration, and Communication.Cdric Colas, Junyi Chu, Gaia Molinaro, Robert Hawkins
2024CogSciNaturalistic Transmission of Causal Knowledge between Machines and Humans.Cdric Colas, Tracey Mills, Ben Prystawski, Michael Henry Tessler, Noah D. Goodman, Jacob Andreas, Josh Tenenbaum
2023ICMLGuiding Pretraining in Reinforcement Learning with Large Language Models.Yuqing Du, Olivia Watkins, Zihan Wang, Cdric Colas, Trevor Darrell, Pieter Abbeel, Abhishek Gupta, Jacob Andreas
2021ICLRGrounding Language to Autonomously-Acquired Skills via Goal Generation.Ahmed Akakzia, Cdric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud
2020GECCOScaling MAP-Elites to deep neuroevolution.Cdric Colas, Vashisht Madhavan, Joost Huizinga, Jeff Clune
2020IJCAIAutomatic Curriculum Learning For Deep RL: A Short Survey.Rmy Portelas, Cdric Colas, Lilian Weng, Katja Hofmann, Pierre-Yves Oudeyer
2019CoRLTeacher algorithms for curriculum learning of Deep RL in continuously parameterized environments.Rmy Portelas, Cdric Colas, Katja Hofmann, Pierre-Yves Oudeyer
2019ICLRA Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms.Cdric Colas, Olivier Sigaud, Pierre-Yves Oudeyer
2019ICMLCURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning.Cdric Colas, Pierre-Yves Oudeyer, Olivier Sigaud, Pierre Fournier, Mohamed Chetouani
2018ICMLGEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms.Cdric Colas, Olivier Sigaud, Pierre-Yves Oudeyer