default search action
Cédric Colas
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [i27]Megha Srivastava, Cédric Colas, Dorsa Sadigh, Jacob Andreas:
Policy Learning with a Language Bottleneck. CoRR abs/2405.04118 (2024) - [i26]Jérémy Perez, Corentin Léger, Grgur Kovac, Cédric Colas, Gaia Molinaro, Maxime Derex, Pierre-Yves Oudeyer, Clément Moulin-Frier:
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions. CoRR abs/2407.04503 (2024) - 2023
- [j5]Olivier Sigaud, Ahmed Akakzia, Hugo Caselles-Dupré, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani:
Toward Teachable Autotelic Agents. IEEE Trans. Cogn. Dev. Syst. 15(3): 1070-1084 (2023) - [c12]Cédric Colas, Laetitia Teodorescu, Pierre-Yves Oudeyer, Xingdi Yuan, Marc-Alexandre Côté:
Augmenting Autotelic Agents with Large Language Models. CoLLAs 2023: 205-226 - [c11]Yuqing Du, Olivia Watkins, Zihan Wang, Cédric Colas, Trevor Darrell, Pieter Abbeel, Abhishek Gupta, Jacob Andreas:
Guiding Pretraining in Reinforcement Learning with Large Language Models. ICML 2023: 8657-8677 - [i25]Yuqing Du, Olivia Watkins, Zihan Wang, Cédric Colas, Trevor Darrell, Pieter Abbeel, Abhishek Gupta, Jacob Andreas:
Guiding Pretraining in Reinforcement Learning with Large Language Models. CoRR abs/2302.06692 (2023) - [i24]Cédric Colas, Laetitia Teodorescu, Pierre-Yves Oudeyer, Xingdi Yuan, Marc-Alexandre Côté:
Augmenting Autotelic Agents with Large Language Models. CoRR abs/2305.12487 (2023) - [i23]Grgur Kovac, Masataka Sawayama, Rémy Portelas, Cédric Colas, Peter Ford Dominey, Pierre-Yves Oudeyer:
Large Language Models as Superpositions of Cultural Perspectives. CoRR abs/2307.07870 (2023) - [i22]Julien Pourcel, Cédric Colas, Pierre-Yves Oudeyer, Laetitia Teodorescu:
ACES: Generating Diverse Programming Puzzles with Autotelic Language Models and Semantic Descriptors. CoRR abs/2310.10692 (2023) - [i21]Olivier Sigaud, Gianluca Baldassarre, Cédric Colas, Stéphane Doncieux, Richard J. Duro, Nicolas Perrin-Gilbert, Vieri Giuliano Santucci:
A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents. CoRR abs/2311.00344 (2023) - 2022
- [j4]Cédric Colas, Tristan Karch, Olivier Sigaud, Pierre-Yves Oudeyer:
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey. J. Artif. Intell. Res. 74: 1159-1199 (2022) - [j3]Cédric Colas, Tristan Karch, Clément Moulin-Frier, Pierre-Yves Oudeyer:
Language and culture internalization for human-like autotelic AI. Nat. Mac. Intell. 4(12): 1068-1076 (2022) - [i20]Ahmed Akakzia, Olivier Serris, Olivier Sigaud, Cédric Colas:
Help Me Explore: Minimal Social Interventions for Graph-Based Autotelic Agents. CoRR abs/2202.05129 (2022) - [i19]Cédric Colas, Tristan Karch, Clément Moulin-Frier, Pierre-Yves Oudeyer:
Vygotskian Autotelic Artificial Intelligence: Language and Culture Internalization for Human-Like AI. CoRR abs/2206.01134 (2022) - 2021
- [b1]Cédric Colas:
Towards Vygotskian Autotelic Agents : Learning Skills with Goals, Language and Intrinsically Motivated Deep Reinforcement Learning. (Agents Autotéliques Vygostkiens : Buts, Langage et Apprentissage Intrinsèquement Motivé). University of Bordeaux, France, 2021 - [j2]Cédric Colas, Boris P. Hejblum, Sébastien Rouillon, Rodolphe Thiébaut, Pierre-Yves Oudeyer, Clément Moulin-Frier, Mélanie Prague:
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models. J. Artif. Intell. Res. 71: 479-519 (2021) - [j1]Pierre Fournier, Cédric Colas, Mohamed Chetouani, Olivier Sigaud:
CLIC: Curriculum Learning and Imitation for Object Control in Nonrewarding Environments. IEEE Trans. Cogn. Dev. Syst. 13(2): 239-248 (2021) - [c10]Ahmed Akakzia, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud:
Grounding Language to Autonomously-Acquired Skills via Goal Generation. ICLR 2021 - [i18]Olivier Sigaud, Hugo Caselles-Dupré, Cédric Colas, Ahmed Akakzia, Pierre-Yves Oudeyer, Mohamed Chetouani:
Towards Teachable Autonomous Agents. CoRR abs/2105.11977 (2021) - 2020
- [c9]Cédric Colas, Vashisht Madhavan, Joost Huizinga, Jeff Clune:
Scaling MAP-Elites to deep neuroevolution. GECCO 2020: 67-75 - [c8]Rémy Portelas, Cédric Colas, Lilian Weng, Katja Hofmann, Pierre-Yves Oudeyer:
Automatic Curriculum Learning For Deep RL: A Short Survey. IJCAI 2020: 4819-4825 - [c7]Cédric Colas, Tristan Karch, Nicolas Lair, Jean-Michel Dussoux, Clément Moulin-Frier, Peter F. Dominey, Pierre-Yves Oudeyer:
Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration. NeurIPS 2020 - [i17]Cédric Colas, Tristan Karch, Nicolas Lair, Jean-Michel Dussoux, Clément Moulin-Frier, Peter Ford Dominey, Pierre-Yves Oudeyer:
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration. CoRR abs/2002.09253 (2020) - [i16]Cédric Colas, Joost Huizinga, Vashisht Madhavan, Jeff Clune:
Scaling MAP-Elites to Deep Neuroevolution. CoRR abs/2003.01825 (2020) - [i15]Rémy Portelas, Cédric Colas, Lilian Weng, Katja Hofmann, Pierre-Yves Oudeyer:
Automatic Curriculum Learning For Deep RL: A Short Survey. CoRR abs/2003.04664 (2020) - [i14]Tristan Karch, Cédric Colas, Laetitia Teodorescu, Clément Moulin-Frier, Pierre-Yves Oudeyer:
Deep Sets for Generalization in RL. CoRR abs/2003.09443 (2020) - [i13]Cédric Colas, Ahmed Akakzia, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud:
Language-Conditioned Goal Generation: a New Approach to Language Grounding for RL. CoRR abs/2006.07043 (2020) - [i12]Ahmed Akakzia, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud:
DECSTR: Learning Goal-Directed Abstract Behaviors using Pre-Verbal Spatial Predicates in Intrinsically Motivated Agents. CoRR abs/2006.07185 (2020) - [i11]Cédric Colas, Boris P. Hejblum, Sébastien Rouillon, Rodolphe Thiébaut, Pierre-Yves Oudeyer, Clément Moulin-Frier, Mélanie Prague:
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models. CoRR abs/2010.04452 (2020) - [i10]Cédric Colas, Tristan Karch, Olivier Sigaud, Pierre-Yves Oudeyer:
Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey. CoRR abs/2012.09830 (2020)
2010 – 2019
- 2019
- [c6]Rémy Portelas, Cédric Colas, Katja Hofmann, Pierre-Yves Oudeyer:
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments. CoRL 2019: 835-853 - [c5]Cédric Colas, Olivier Sigaud, Pierre-Yves Oudeyer:
A Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms. RML@ICLR 2019 - [c4]Cédric Colas, Pierre-Yves Oudeyer, Olivier Sigaud, Pierre Fournier, Mohamed Chetouani:
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning. ICML 2019: 1331-1340 - [i9]Nicolas Lair, Cédric Colas, Rémy Portelas, Jean-Michel Dussoux, Peter F. Dominey, Pierre-Yves Oudeyer:
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning. ViGIL@NeurIPS 2019 - [i8]Pierre Fournier, Olivier Sigaud, Cédric Colas, Mohamed Chetouani:
CLIC: Curriculum Learning and Imitation for feature Control in non-rewarding environments. CoRR abs/1901.09720 (2019) - [i7]Cédric Colas, Olivier Sigaud, Pierre-Yves Oudeyer:
A Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms. CoRR abs/1904.06979 (2019) - [i6]Rémy Portelas, Cédric Colas, Katja Hofmann, Pierre-Yves Oudeyer:
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments. CoRR abs/1910.07224 (2019) - [i5]Nicolas Lair, Cédric Colas, Rémy Portelas, Jean-Michel Dussoux, Peter Ford Dominey, Pierre-Yves Oudeyer:
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning. CoRR abs/1911.03219 (2019) - 2018
- [c3]Pablo Ortega, Cédric Colas, A. Aldo Faisal:
Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI. BioRob 2018: 136-141 - [c2]Cédric Colas, Olivier Sigaud, Pierre-Yves Oudeyer:
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms. ICML 2018: 1038-1047 - [c1]Cédric Colas, Olivier Sigaud, Pierre-Yves Oudeyer:
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms. JFPDA 2018 - [i4]Cédric Colas, Olivier Sigaud, Pierre-Yves Oudeyer:
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms. CoRR abs/1802.05054 (2018) - [i3]Cédric Colas, Olivier Sigaud, Pierre-Yves Oudeyer:
How Many Random Seeds? Statistical Power Analysis in Deep Reinforcement Learning Experiments. CoRR abs/1806.08295 (2018) - [i2]Pablo Ortega, Cédric Colas, Aldo Faisal:
Compact Convolutional Neural Networks for Multi-Class, Personalised, Closed-Loop EEG-BCI. CoRR abs/1807.11752 (2018) - [i1]Cédric Colas, Pierre Fournier, Olivier Sigaud, Pierre-Yves Oudeyer:
CURIOUS: Intrinsically Motivated Multi-Task, Multi-Goal Reinforcement Learning. CoRR abs/1810.06284 (2018)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-26 01:53 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint