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About

I'm a postdoctoral fellow at the Vector Institute, collaborating primarily with Gillian Hadfield. My research interests encompass the AI alignment, collective-intelligence, sequential decision-making under uncertainty, and reasoning in Large Language Models. I obtained my PhD from McGill University in collaboration with Mila, under the supervision of Joelle Pineau, where I focused on alignment challenges in various Reinforcement Learning settings.

Interests

Selected Works

  • Group Fairness in Reinforcement Learning
    Harsh Satija, Matteo Pirotta, Alessandro Lazaric, Joelle Pineau
  • Multi-Objective SPIBB
    Harsh Satija, Philip S. Thomas, Joelle Pineau, Romain Laroche
    NeurIPS 2021

    Paper

    Github

  • Constrained Markov Decision Processes via Backward Value Functions.
    Harsh Satija, Philip Amortila, Joelle Pineau

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