Thomas Carta

According to our database, Thomas Carta authored at least 9 papers between 2020 and 2025.

Collaborative distances:

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

2025

HERAKLES: Hierarchical Skill Compilation for Open-ended LLM Agents.

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

CoRR, August, 2025

WorldLLM: Improving LLMs' world modeling using curiosity-driven theory-making.

Guillaume Levy, Cédric Colas, Pierre-Yves Oudeyer, Thomas Carta, Clément Romac

CoRR, June, 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

CoRR, February, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

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

Leveraging Visual Handicaps for Text-Based Reinforcement Learning.

Subhajit Chaudhury, Keerthiram Murugesan, Thomas Carta, Kartik Talamadupula, Michiaki Tatsubori

Proceedings of the IEEE International Conference on Acoustics, 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

2022

EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL.

Thomas Carta, Pierre-Yves Oudeyer, Olivier Sigaud, Sylvain Lamprier

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning.

Thomas Carta, Subhajit Chaudhury, Kartik Talamadupula, Michiaki Tatsubori

CoRR, 2020