Pablo Samuel Castro
Pablo Samuel Castro has 2 papers in our library, in 2021–2023; often with Aaron Courville, Jordan Terry, Lucas Willems.
OpenAlex · ORCID · h-index 20 · 103 works · 2,055 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 80 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #8069
Affiliations
🎓Université de MontréalMontreal ·
Canada2021–2026 · 19 papers🔬Mila - Quebec Artificial Intelligence InstituteMontreal ·
Canada2024–2026 · 14 papers🏢GoogleMountain View ·
United States2013–2025 · 31 papers🎓McGill UniversityMontreal ·
Canada2007–2024 · 10 papers🎓Télécom SudParisÉvry-Courcouronnes ·
France2012–2015 · 6 papers🔬Centre National de la Recherche ScientifiqueParis ·
France2012–2015 · 4 papers🔬Institut Mines-TélécomPalaiseau ·
France2012–2013 · 3 papers🔬Services répartis, Architectures, MOdélisation, Validation, Administration des RéseauxÉvry-Courcouronnes ·
France2012–2013 · 3 papers
Fields, topics and concepts
📚 Shelves 2The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 works
Works by year
2020s
Papers
- Deep Reinforcement Learning at the Edge of the Statistical Precipice (2021 · 90 citations)
The authors examine how reliably algorithms are compared in deep RL when only a few runs per task are available. - 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…
All works
- Autonomous navigation of stratospheric balloons using reinforcement learning ↗Nature · no summary yetMarc G. Bellemare et al.2020 · 296 citations
- Deep Reinforcement Learning at the Edge of the Statistical PrecipicearXiv:2108.13264Rishabh Agarwal, Max Schwarzer, Pablo Samuel Castro, et al.2021 · 90 citations
- Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented TasksarXiv:2306.13831Maxime Chevalier-Boisvert, Bolun Dai, Mark Towers, et al.2023 · 25 citations
Co-authors here
- Aaron Courville
- Jordan Terry
- Lucas Willems
- Marc G. Bellemare
- Mark Towers
- Maxime Chevalier-Boisvert
- Rishabh Agarwal
- Salem Lahlou
Venues
- Nature
Cited by
Updated
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