Samuel Sokota

PhD student, Carnegie Mellon University

Joined

August 2019

Names

Samuel Sokota (Preferred)

Emails

****@ualberta.ca (Confirmed)

****@andrew.cmu.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

Carnegie Mellon University (cmu.edu)

2020 – Present

MS student

University of Alberta (ualberta.ca)

2018 – 2020

Undergrad student

Swarthmore College (swarthmore.edu)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Zico Kolter

2020 – Present

Expertise

No areas of expertise listed

Publications

Reevaluating Policy Gradient Methods for Imperfect-Information Games
Max Rudolph, Nathan Lichtlé, Sobhan Mohammadpour, Alexandre M Bayen, J Zico Kolter, Amy Zhang, Gabriele Farina, Eugene Vinitsky, Samuel Sokota
- ICLR 2026 Poster
- Readers: Everyone
Entropy regularized subgame solving sequential Bayesian games with public actions
Sobhan Mohammadpour, Samuel Sokota, Brandon Gary Kaplowitz, J Zico Kolter, Noam Brown, Gabriele Farina
- ScaleOPT Poster
- Readers: Everyone
Reevaluating Policy Gradient Methods for Imperfect-Information Games
Max Rudolph, Nathan Lichtlé, Sobhan Mohammadpour, Alexandre Bayen, J Zico Kolter, Amy Zhang, Gabriele Farina, Eugene Vinitsky, Samuel Sokota
- CoCoMARL 2025 Oral
- Readers: Everyone
Computing Low-Entropy Couplings for Large-Support Distributions
Samuel Sokota, Dylan Sam, Christian Schroeder de Witt, Spencer Compton, Jakob Nicolaus Foerster, J Zico Kolter
- UAI 2024 poster
- Readers: Everyone
The Update-Equivalence Framework for Decision-Time Planning
Samuel Sokota, Gabriele Farina, David J Wu, Hengyuan Hu, Kevin A. Wang, J Zico Kolter, Noam Brown
- ICLR 2024 poster
- Readers: Everyone
Computing Low-Entropy Couplings for Large-Support Distributions
Samuel Sokota, Dylan Sam, Christian Schroeder de Witt, Spencer Compton, Jakob Nicolaus Foerster, J Zico Kolter
- Submitted to ICLR 2024
- Readers: Everyone
Neural Functional Transformers
Allan Zhou, Kaien Yang, Yiding Jiang, Kaylee Burns, Winnie Xu, Samuel Sokota, J Zico Kolter, Chelsea Finn
- NeurIPS 2023 poster
- Readers: Everyone
Permutation Equivariant Neural Functionals
Allan Zhou, Kaien Yang, Kaylee Burns, Adriano Cardace, Yiding Jiang, Samuel Sokota, J Zico Kolter, Chelsea Finn
- NeurIPS 2023 poster
- Readers: Everyone
Learning Intuitive Policies Using Action Features
Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob Nicolaus Foerster
- ICML 2023 Poster
- Readers: Everyone
Abstracting Imperfect Information Away from Two-Player Zero-Sum Games
Samuel Sokota, Ryan D'Orazio, Chun Kai Ling, David J Wu, J Zico Kolter, Noam Brown
- ICML 2023 Poster
- Readers: Everyone

View all 36 publications

Co-Authors

View all 65 co-authors