Cédric Colas
Title
Cited by
Cited by
Year
GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms
C Colas, O Sigaud, PY Oudeyer
Proceedings of the 35th International Conference on Machine Learning 80 …, 2018
682018
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning
C Colas, O Sigaud, PY Oudeyer
Accepted at ICML 2019, 2018
512018
How many random seeds? statistical power analysis in deep reinforcement learning experiments
C Colas, O Sigaud, PY Oudeyer
arXiv preprint arXiv:1806.08295, 2018
26*2018
A Hitchhiker's Guide to Statistical Comparisons of Reinforcement Learning Algorithms
C Colas, O Sigaud, PY Oudeyer
arXiv preprint arXiv:1904.06979, 2019
152019
Automatic Curriculum Learning For Deep RL: A Short Survey
R Portelas, C Colas, L Weng, K Hofmann, PY Oudeyer
IJCAI 2020. arXiv preprint arXiv:2003.04664, 2020
122020
Teacher algorithms for curriculum learning of deep rl in continuously parameterized environments
R Portelas, C Colas, K Hofmann, PY Oudeyer
Conference on Robot Learning, 835-853, 2020
102020
CLIC: Curriculum Learning and Imitation for object Control in non-rewarding environments
P Fournier, C Colas, M Chetouani, O Sigaud
IEEE Transactions on Cognitive and Developmental Systems, 2019
6*2019
Scaling map-elites to deep neuroevolution
C Colas, V Madhavan, J Huizinga, J Clune
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 67-75, 2020
42020
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration
C Colas, T Karch, N Lair, JM Dussoux, C Moulin-Frier, PF Dominey, ...
arXiv preprint arXiv:2002.09253, 2020
22020
Compact convolutional neural networks for multi-class, personalised, closed-loop EEG-BCI
P Ortega, C Colas, AA Faisal
2018 7th IEEE International Conference on Biomedical Robotics and …, 2018
22018
Language-Conditioned Goal Generation: a New Approach to Language Grounding for RL
C Colas, A Akakzia, PY Oudeyer, M Chetouani, O Sigaud
arXiv preprint arXiv:2006.07043, 2020
12020
Decstr: Learning goal-directed abstract behaviors using pre-verbal spatial predicates in intrinsically motivated agents
A Akakzia, C Colas, PY Oudeyer, M Chetouani, O Sigaud
arXiv preprint arXiv:2006.07185, 2020
12020
Deep Sets for Generalization in RL
T Karch, C Colas, L Teodorescu, C Moulin-Frier, PY Oudeyer
arXiv preprint arXiv:2003.09443, 2020
12020
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning
N Lair, C Colas, R Portelas, JM Dussoux, PF Dominey, PY Oudeyer
arXiv preprint arXiv:1911.03219, 2019
12019
Deep Learning personalised, closed-loop Brain-Computer Interfaces for multi-way classification
P Ortega, C Colas, A Faisal
bioRxiv, 256701, 2018
12018
Convolutional neural network, personalised, closed-loop Brain-Computer Interfaces for multi-way control mode switching in real-time
P Ortega, C Colas, A Faisal
bioRxiv, 256701, 2018
12018
EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models
C Colas, B Hejblum, S Rouillon, R Thiébaut, PY Oudeyer, C Moulin-Frier, ...
arXiv preprint arXiv:2010.04452, 2020
2020
Language-Goal Imagination to Foster Creative Exploration in Deep RL
T Karch, N Lair, C Colas, JM Dussoux, C Moulin-Frier, PF Dominey, ...
2020
Master research Internship
T Anne, C Colas, PY Oudeyer
Compact convolutional neural networks for multi-class, personalised, Closed-loop EEG-BCI
P Ortega San Miguel, C Colas, A Faisal
IEEE, 0
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Articles 1–20