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)

Randomized Confidence Bounds for Stochastic Partial Monitoring. - Maxime Heuillet; Ola Ahmad; Audrey Durand (ICML, 2024)

Neural Active Learning Meets the Partial Monitoring Framework. - Maxime Heuillet; Ola Ahmad; Audrey Durand (UAI, 2024)