Published in arxiv, 2024
arxiv
Recommended citation: Chezelles, De, Thibault Le Sellier, Maxime Gasse, Alexandre Lacoste, Alexandre Drouin, Massimo Caccia, Léo Boisvert et al. "The BrowserGym Ecosystem for Web Agent Research." arXiv preprint arXiv:2412.05467 (2024).
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Published in Constraints, 2024
Constraints Journal
Recommended citation: Marty, T., Boisvert, L., François, T. et al. Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver. Constraints (2024).
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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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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.
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.
Published in CPAIOR 2024, 2024
Integration of AI and OR Techniques in Constraint Programming (CPAIOR 2024).
Recommended citation: Léo Boisvert, Hélène Verhaeghe, Quentin Cappart. “Towards a Generic Representation of Combinatorial Problems for Learning-Based Approaches.” CPAIOR 2024.
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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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