A Robust Self-Learning Method for Fully Unsupervised Cross-Lingual Mappings of Word Embeddings: Making the Method Robustly Reproducible as Well. - Nicolas Garneau; Mathieu Godbout; David Beauchemin; Audrey Durand; Luc Lamontagne (LREC, 2020)

CARL: Conditional-value-at-risk Adversarial Reinforcement Learning. - Mathieu Godbout; Maxime Heuillet; Sharath Chandra; Rupali Bhati; Audrey Durand (CoRR, 2021)

A Game-Theoretic Perspective on Risk-Sensitive Reinforcement Learning. - Mathieu Godbout; Maxime Heuillet; Sharath Chandra Raparthy; Rupali Bhati; Audrey Durand (SafeAI@AAAI, 2022)

On the Fundamental Limitations of Dual Static CVaR Decompositions in Markov Decision Processes. - Mathieu Godbout; Audrey Durand (CoRR, 2025)