Samuel Sokota
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
5
Active years
2019–2024
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | 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 |
| 2024 | UAI | Computing Low-Entropy Couplings for Large-Support Distributions. | Samuel Sokota, Dylan Sam, Christian Schrder de Witt, Spencer Compton, Jakob N. Foerster, J. Zico Kolter |
| 2023 | ICLR | Adversarial Diversity in Hanabi. | Brandon Cui, Andrei Lupu, Samuel Sokota, Hengyuan Hu, David J. Wu, Jakob Nicolaus Foerster |
| 2023 | ICLR | Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning. | Yat Long Lo, Christian Schrder de Witt, Samuel Sokota, Jakob Nicolaus Foerster, Shimon Whiteson |
| 2023 | ICLR | A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games. | Samuel Sokota, Ryan D'Orazio, J. Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer |
| 2023 | ICLR | Perfectly Secure Steganography Using Minimum Entropy Coupling. | Christian Schrder de Witt, Samuel Sokota, J. Zico Kolter, Jakob Nicolaus Foerster, Martin Strohmeier |
| 2023 | ICML | Learning Intuitive Policies Using Action Features. | Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob Nicolaus Foerster |
| 2023 | ICML | 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 |
| 2022 | ICLR | A Fine-Tuning Approach to Belief State Modeling. | Samuel Sokota, Hengyuan Hu, David J. Wu, J. Zico Kolter, Jakob Nicolaus Foerster, Noam Brown |
| 2022 | ICML | Communicating via Markov Decision Processes. | Samuel Sokota, Christian A. Schrder de Witt, Maximilian Igl, Luisa M. Zintgraf, Philip H. S. Torr, Martin Strohmeier, J. Zico Kolter, Shimon Whiteson, Jakob N. Foerster |
| 2021 | AAAI | Solving Common-Payoff Games with Approximate Policy Iteration. | Samuel Sokota, Edward Lockhart, Finbarr Timbers, Elnaz Davoodi, Ryan D'Orazio, Neil Burch, Martin Schmid, Michael Bowling, Marc Lanctot |
| 2020 | ICML | Selective Dyna-Style Planning Under Limited Model Capacity. | Zaheer Abbas, Samuel Sokota, Erin Talvitie, Martha White |
| 2019 | AAAI | Learning Deviation Payoffs in Simulation-Based Games. | Samuel Sokota, Caleb Ho, Bryce Wiedenbeck |
| 2019 | IJCAI | Simultaneous Prediction Intervals for Patient-Specific Survival Curves. | Samuel Sokota, Ryan D'Orazio, Khurram Javed, Humza Haider, Russell Greiner |