Lucas Willems
Lucas Willems has 2 papers in our library, in 2018–2023; often with Maxime Chevalier-Boisvert, Salem Lahlou, Chitwan Saharia.
OpenAlex · h-index 4 · 6 works · 164 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 81 times in our library · ⭐ Paper Stars ranking: #7484
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
Works by year
2020s
2010s
Papers
- BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning (2018 · 123 citations)
Training agents to follow language instructions with a human in the loop could make AI assistants easier to customize. - Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks (2023 · 25 citations)
Popular RL benchmark suites such as Gym and dm_control mostly test motor control or visual perception. They are poorly suited to studying goal-directed reasoning or instruction following, and adding new objectives to them is hard. The authors present Minigrid, a collection of 2D GridWorld tasks, and Miniworld, a set…
Co-authors here
- Maxime Chevalier-Boisvert ×2
- Salem Lahlou ×2
- Chitwan Saharia
- Dzmitry Bahdanau
- Jordan Terry
- Mark Towers
- Pablo Samuel Castro
- Thien Huu Nguyen
- Yoshua Bengio
Cited by
Updated
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