Recurrent Ladder Networks. - Isabeau Prémont-Schwarz; Alexander Ilin; Tele Hao; Antti Rasmus; Rinu Boney; Harri Valpola (NIPS, 2017)

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization. - Quentin Cappart; Thierry Moisan; Louis-Martin Rousseau; Isabeau Prémont-Schwarz; André A. Ciré (AAAI, 2021)

A Simple Guard for Learned Optimizers. - Isabeau Prémont-Schwarz; Jaroslav Vitku; Jan Feyereisl (ICML, 2022)

Improving Variable Orderings of Approximate Decision Diagrams Using Reinforcement Learning. - Quentin Cappart; David Bergman; Louis-Martin Rousseau; Isabeau Prémont-Schwarz; Augustin Parjadis (INFORMS J. Comput., 2022)

Articulated Animal AI: An Environment for Animal-like Cognition in a Limbed Agent. - Jeremy Lucas; Isabeau Prémont-Schwarz (CoRR, 2024)

Are Grid Cells Hexagonal for Performance or by Convenience? - Taahaa Mir; Peipei Yao; Kateri Duranceau; Isabeau Prémont-Schwarz (CoRR, 2024)

SNAP: Stopping Catastrophic Forgetting in Hebbian Learning with Sigmoidal Neuronal Adaptive Plasticity. - Tianyi Xu; Patrick Zheng; Shiyan Liu; Sicheng Lyu; Isabeau Prémont-Schwarz (CoRR, 2024)