Clément Romac
According to our database1,
Clément Romac authored at least 12 papers
between 2019 and 2026.
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Bibliography
2026
Grounding LLMs as autotelic reinforcement learning agents. (Ancrage des LLMs comme agents autotéliques d'apprentissage par renforcement).
PhD thesis, 2026
2025
CoRR, August, 2025
CoRR, June, 2025
Apprentissage par renforcement pour l'alignement des agents LLMs avec des environnements interactifs : quantification et réduction du surapprentissage aux prompts.
Proceedings of the Actes des 32ème Conférence sur le Traitement Automatique des Langues Naturelles, 2025
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces.
Proceedings of the Forty-second International Conference on Machine Learning, 2025
2024
SAC-GLAM: Improving Online RL for LLM agents with Soft Actor-Critic and Hindsight Relabeling.
CoRR, 2024
2023
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023
2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
2019
Deep Recurrent Q-Learning vs Deep Q-Learning on a simple Partially Observable Markov Decision Process with Minecraft.
CoRR, 2019