Shagun Sodhani

Researcher, Facebook

Joined

November 2016

Names

Shagun Sodhani (Preferred)

Emails

****@gmail.com (Confirmed)

****@fb.com

Personal Links

Career & Education History

Researcher

Facebook (fb.com)

2019 – Present

MS student

University of Montreal (umontreal.ca)

2017 – 2019

Member of Technical Staff

Adobe Systems (adobe.com)

2015 – 2017

Undergrad student

Indian Institute of Technology , Roorkee (iitr.ac.in)

2011 – 2015

Advisors, Relations & Conflicts

Advisor

Yoshua Bengio

2017 – 2019

Advisor

Jian Tang

2017 – 2019

Expertise

Reinforcement Learning

2018 – 2020

Lifelong learning

2017 – 2020

Publications

Effect of Document Packing on the Latent Multi-Hop Reasoning Capabilities of Large Language Models
Gabriele Prato, Shagun Sodhani, Alessandro Sordoni, Sarath Chandar
- Submitted to ICLR 2026
- Readers: Everyone
AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
Edan Toledo, Karen Hambardzumyan, Martin Josifoski, RISHI HAZRA, Nicolas Baldwin, Alexis Audran-Reiss, Michael Kuchnik, Despoina Magka, Minqi Jiang, Alisia Maria Lupidi, Andrei Lupu, Roberta Raileanu, Tatiana Shavrina, Kelvin Niu, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Shagun Sodhani, Alexander H Miller, Abhishek Charnalia, Derek Dunfield et al. (5 additional authors not shown)
- NeurIPS 2025 spotlight
- Readers: Everyone
The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements
Bingchen Zhao, Despoina Magka, Minqi Jiang, Xian Li, Roberta Raileanu, Tatiana Shavrina, Jean-Christophe Gagnon-Audet, Kelvin Niu, Shagun Sodhani, Michael Shvartsman, Andrei Lupu, Alisia Maria Lupidi, Karen Hambardzumyan, Martin Josifoski, Edan Toledo, Thomas Foster, Lucia Cipolina-Kun, Derek Dunfield, Abhishek Charnalia, Alexander H Miller et al. (3 additional authors not shown)
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Scaling and Distilling Transformer Models for sEMG
Nick Mehlman, Jean-Christophe Gagnon-Audet, Michael Shvartsman, Kelvin Niu, Alexander H Miller, Shagun Sodhani
- Accepted by TMLR
- Readers: Everyone
MaestroMotif: Skill Design from Artificial Intelligence Feedback
Martin Klissarov, Mikael Henaff, Roberta Raileanu, Shagun Sodhani, Pascal Vincent, Amy Zhang, Pierre-Luc Bacon, Doina Precup, Marlos C. Machado, Pierluca D'Oro
- ICLR 2025 Oral
- Readers: Everyone
Harnessing small projectors and multiple views for efficient vision pretraining
Arna Ghosh, Kumar Krishna Agrawal, Shagun Sodhani, Adam Oberman, Blake Aaron Richards
- NeurIPS 2024 poster
- Readers: Everyone
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
Martin Klissarov, Pierluca D'Oro, Shagun Sodhani, Roberta Raileanu, Pierre-Luc Bacon, Pascal Vincent, Amy Zhang, Mikael Henaff
- LangRob @ CoRL 2023 Poster
- Readers: Everyone
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
Martin Klissarov, Pierluca D'Oro, Shagun Sodhani, Roberta Raileanu, Pierre-Luc Bacon, Pascal Vincent, Amy Zhang, Mikael Henaff
- FMDM@NeurIPS2023
- Readers: Everyone
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
Martin Klissarov, Pierluca D'Oro, Shagun Sodhani, Roberta Raileanu, Pierre-Luc Bacon, Pascal Vincent, Amy Zhang, Mikael Henaff
- ALOE 2023 Spotlight
- Readers: Everyone
TorchRL: A data-driven decision-making library for PyTorch
Albert Bou, Matteo Bettini, Sebastian Dittert, Vikash Kumar, Shagun Sodhani, Xiaomeng Yang, Gianni De Fabritiis, Vincent Moens
- ICLR 2024 spotlight
- Readers: Everyone

View all 61 publications

Co-Authors

View all 162 co-authors