Clément Romac

According to our database, Clément Romac authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting.

Mohamed Salim Aissi, Clément Romac, Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud, Laure Soulier, Nicolas Thome

CoRR, 2024

SAC-GLAM: Improving Online RL for LLM agents with Soft Actor-Critic and Hindsight Relabeling.

Loris Gaven, Clément Romac, Thomas Carta, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer

CoRR, 2024

Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent.

Quentin Gallouédec, Edward Beeching, Clément Romac, Emmanuel Dellandréa

CoRR, 2024

2023

Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning.

Thomas Carta, Clément Romac, Thomas Wolf, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer

Proceedings of the International Conference on Machine Learning, 2023

2021

TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL.

Clément Romac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Meta Automatic Curriculum Learning.

Rémy Portelas, Clément Romac, Katja Hofmann, Pierre-Yves Oudeyer

CoRR, 2020

2019

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

Clément Romac, Vincent Béraud

CoRR, 2019