Clément ROMAC's picture

Clément ROMAC

ClementRomac

·

https://clementromac.github.io/

AI & ML interests

Studying how autonomous Deep RL agents can leverage large Language Models.

Recent Activity

updated a dataset about 19 hours ago

published a dataset 6 days ago

updated a dataset 19 days ago

ClementRomac/TEST

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Organizations

authored 4 papers about 1 year ago

Meta Automatic Curriculum Learning

Paper • 2011.08463 • Published Nov 16, 2020

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

Paper • 2410.12481 • Published Oct 16, 2024

MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces

Paper • 2502.07709 • Published Feb 11, 2025 • 1

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

Paper • 2410.19920 • Published Oct 25, 2024

authored a paper about 2 years ago

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

Paper • 2402.09844 • Published Feb 15, 2024 • 21

authored 2 papers almost 3 years ago

Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning

Paper • 2302.02662 • Published Feb 6, 2023 • 1

TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL

Paper • 2103.09815 • Published Mar 17, 2021 • 2