Léo Boisvert

Léo Boisvert

LLM-based agents researcher

Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks

Published in NeurIPS 2024, 2024

Accepted at NeurIPS 2024 (Advances in Neural Information Processing Systems, 38).

Recommended citation: Léo Boisvert, Megh Thakkar, Maxime Gasse, Massimo Caccia, Thibault Le Sellier De Chezelles, Quentin Cappart, Nicolas Chapados, Alexandre Lacoste et Alexandre Drouin. "WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks." Advances in Neural Information Processing Systems, 38, 2024.
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AgentMerge: Enhancing Generalization in Fine-Tuned LLM Agents

Published in NeurIPS 2024 Workshop on Adaptive Foundation Models, 2024

Presented at NeurIPS 2024 Workshop on Adaptive Foundation Models.

Recommended citation: Megh Thakkar, Léo Boisvert, Thibault Le Sellier De Chezelles, Alexandre Piché, Maxime Gasse, Massimo Caccia, Alexandre Lacoste. "AgentMerge: Enhancing Generalization in Fine-Tuned LLM Agents." NeurIPS 2024 Workshop on Adaptive Foundation Models, 2024.

Fine-Tuning Web Agents: It Works, But It’s Trickier Than You Think

Published in NeurIPS 2024 Workshop on Open-World Agents, 2024

NeurIPS 2024 Workshop on Open-World Agents.

Recommended citation: Massimo Caccia, Megh Thakkar, Léo Boisvert, Thibault Le Sellier de Chezelles, Alexandre Piché, Nicolas Chapados, Alexandre Drouin, Maxime Gasse, Alexandre Lacoste. "Fine-Tuning Web Agents: It Works, But Its Trickier Than You Think." NeurIPS 2024 Workshop on Open-World Agents, 2024.

WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?

Published in ICLR 2024 Workshop on LLM Agents, 2024

ICLR 2024 Workshop on Large Language Model (LLM) Agents.

Recommended citation: Alexandre Drouin, Maxime Gasse, Massimo Caccia, Issam H. Laradji, Manuel Del Verme, Tom Marty, Léo Boisvert, Megh Thakkar, Quentin Cappart, David Vazquez, Nicolas Chapados, Alexandre Lacoste, "WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?" ICLR 2024 Workshop on Large Language Model (LLM) Agents.
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