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Deep Recurrent Q-Learning vs Deep Q-Learning on a simple Partially Observable Markov Decision Process with Minecraft

Clément Romac , Vincent Béraud
2019
Pré-publication, Document de travail hal-02062157v2
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Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning

Thomas Carta , Clément Romac , Thomas Wolf , Sylvain Lamprier , Olivier Sigaud , et al.
International Conference on Machine Learning 2023, Jul 2023, Honololu, Hawaii, United States
Communication dans un congrès hal-03970122v3
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Meta Automatic Curriculum Learning

Rémy Portelas , Clément Romac , Katja Hofmann , Pierre-Yves Oudeyer
2021
Pré-publication, Document de travail hal-03119914v1
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TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL

Clément Romac , Rémy Portelas , Katja Hofmann , Pierre-Yves Oudeyer
ICML 2021 - Thirty-eighth International Conference on Machine Learning, Jul 2021, Vienna / Virtual, Austria. pp.9052--9063
Communication dans un congrès hal-03173198v2