Harsh Satija

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Transition Matrices

Reinforcement Learning

Markov Decision Process

Top Venues

ICLR (Workshop)

Publications

Harsh Satija, Alessandro Lazaric, Matteo Pirotta, Joelle Pineau
Group Fairness in Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Harsh Satija, Philip S. Thomas, Joelle Pineau, Romain Laroche
Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs. NeurIPS (2021)
Harsh Satija, Philip S. Thomas, Joelle Pineau, Romain Laroche
Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs. CoRR (2021)
Susan Amin, Maziar Gomrokchi, Hossein Aboutalebi, Harsh Satija, Doina Precup
Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards. ICML (2021)
Susan Amin, Maziar Gomrokchi, Harsh Satija, Herke van Hoof, Doina Precup
A Survey of Exploration Methods in Reinforcement Learning. CoRR (2021)
Harsh Satija, Philip Amortila, Joelle Pineau
Constrained Markov Decision Processes via Backward Value Functions. CoRR (2020)
Harsh Satija, Philip Amortila, Joelle Pineau
Constrained Markov Decision Processes via Backward Value Functions. ICML (2020)
Susan Amin, Maziar Gomrokchi, Hossein Aboutalebi, Harsh Satija, Doina Precup
Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards. CoRR (2020)
Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent
Randomized Value Functions via Multiplicative Normalizing Flows. UAI (2019)
Amy Zhang, Harsh Satija, Joelle Pineau
Decoupling Dynamics and Reward for Transfer Learning. ICLR (Workshop) (2018)
Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent
Randomized Value Functions via Multiplicative Normalizing Flows. CoRR (2018)
Amy Zhang, Harsh Satija, Joelle Pineau
Decoupling Dynamics and Reward for Transfer Learning. CoRR (2018)