Publications

Discovery of Sustainable Refrigerants through Physics-Informed RL Fine-Tuning of Sequence Models

Adrien Goldszal, Diego Calanzone, Vincent Taboga, Pierre-Luc Bacon

2025

Long-Horizon Model-Based Offline Reinforcement Learning Without Conservatism

Tianwei Ni, Esther Derman, Vineet Jain, Vincent Taboga, Siamak Ravanbakhsh, Pierre-Luc Bacon

2025

What Matters when Modeling Human Behavior using Imitation Learning?

Aneri Muni, Esther Derman, Vincent Taboga, Pierre-Luc Bacon, Erick Delage

2025

Neural differential equations for temperature control in buildings under demand response programs

Vincent Taboga, Clement Gehring, Mathieu Le Cam, Hanane Dagdougui, Pierre-Luc Bacon

2024

Workshops

UrbanAI: Harnessing Artificial Intelligence for Smart Cities

NeurIPS 2025 Workshop

This workshop brings together ML researchers with domain experts from power systems, transportation, and climate science to develop scalable AI solutions that can overcome real-world deployment obstacles like non-standardized systems and data integration issues. Unlike other ML workshops, UrbanAI uniquely focuses on the multifaceted urban environment, aiming to create measurable impact on sustainability, public health, and urban resilience while helping cities meet climate goals.

Organizers: Judah Goldfeder , Na (Lina) Li, Donna Vakalis, Bianca Howard, Philippe Wyder, Vincent Taboga, Jiong Lin, Bing Dong, Yoshua Bengio

Reviewer

  • Journal of Machine Learning Research (JMLR)
  • Springer Nature Scientific Reports
JMLR Review Process