Romac, Clément

5 publications

ICML 2025 MAGELLAN: Metacognitive Predictions of Learning Progress Guide Autotelic LLM Agents in Large Goal Spaces Loris Gaven, Thomas Carta, Clément Romac, Cédric Colas, Sylvain Lamprier, Olivier Sigaud, Pierre-Yves Oudeyer

ICMLW 2024 Jack of All Trades, Master of Some, a Multi-Purpose Transformer Agent Quentin Gallouédec, Edward Emanuel Beeching, Clément Romac, Emmanuel Dellandrea

NeurIPSW 2024 SAC-GLAM: Improving Online RL for LLM Agents with Soft Actor-Critic and Hindsight Relabeling Loris Gaven, Thomas Carta, Clément Romac, Olivier Sigaud, Sylvain Lamprier, Pierre-Yves Oudeyer

ICML 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

ICML 2021 TeachMyAgent: A Benchmark for Automatic Curriculum Learning in Deep RL Clément Romac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer