Shagun Sodhani

RESEARCH ENGINEER | MONTREAL, CANADA

I am a Research Engineer in the Facebook AI Research Group. I am primarily interested in lifelong learning - training AI systems that can interact with and learn from the physical world and consistently improve as they do so without forgetting the previous knowledge. As a graduate student, I was supervised by Dr. Yoshua Bengio and Dr. Jian Tang at Mila, University of Montreal.

Shagun's Publications

March 26, 2024

ROBOTICS

REINFORCEMENT LEARNING

When should we prefer Decision Transformers for Offline Reinforcement Learning?

Prajjwal Bhargava, Rohan Chitnis, Alborz Geramifard, Shagun Sodhani, Amy Zhang

March 26, 2024

October 27, 2023

NLP

EpiK-Eval: Evaluation for Language Models as Epistemic Models

Gabriele Prato, Jerry Huang, Prasanna Parthasarathi, Shagun Sodhani, Sarath Chandar

October 27, 2023

July 11, 2022

The Neural Race Reduction: Dynamics of Abstraction in Gated Networks

Shagun Sodhani, Andrew Saxe, Sam Lewallen

July 11, 2022