Satija, Harsh

5 publications

TMLR 2023 Group Fairness in Reinforcement Learning Harsh Satija, Alessandro Lazaric, Matteo Pirotta, Joelle Pineau

ICML 2021 Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards Susan Amin, Maziar Gomrokchi, Hossein Aboutalebi, Harsh Satija, Doina Precup

NeurIPS 2021 Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs Harsh Satija, Philip S. Thomas, Joelle Pineau, Romain Laroche

ICML 2020 Constrained Markov Decision Processes via Backward Value Functions Harsh Satija, Philip Amortila, Joelle Pineau

UAI 2019 Randomized Value Functions via Multiplicative Normalizing Flows Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent