Harsh Satija

According to our database, Harsh Satija authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Group Fairness in Reinforcement Learning.

Harsh Satija, Alessandro Lazaric, Matteo Pirotta, Joelle Pineau

Trans. Mach. Learn. Res., 2023

2021

A Survey of Exploration Methods in Reinforcement Learning.

Susan Amin, Maziar Gomrokchi, Harsh Satija, Herke van Hoof, Doina Precup

CoRR, 2021

Multi-Objective SPIBB: Seldonian Offline Policy Improvement with Safety Constraints in Finite MDPs.

Harsh Satija, Philip S. Thomas, Joelle Pineau, Romain Laroche

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards.

Susan Amin, Maziar Gomrokchi, Hossein Aboutalebi, Harsh Satija, Doina Precup

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Constrained Markov Decision Processes via Backward Value Functions.

Harsh Satija, Philip Amortila, Joelle Pineau

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Randomized Value Functions via Multiplicative Normalizing Flows.

Ahmed Touati, Harsh Satija, Joshua Romoff, Joelle Pineau, Pascal Vincent

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

Decoupling Dynamics and Reward for Transfer Learning.

Amy Zhang, Harsh Satija, Joelle Pineau

Proceedings of the 6th International Conference on Learning Representations, 2018