Samuel Sokota - RankMe

35 papers A* 18A 1Journal 16

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Reevaluating Policy Gradient Methods for Imperfect-Information Games. CoRR Max Rudolph, Nathan Lichtle, Sobhan Mohammadpour, Alexandre M. Bayen, J. Zico Kolter, Amy Zhang, Gabriele Farina, Eugene Vinitsky, Samuel Sokota
2025	J	`jnl`	Superhuman AI for Stratego Using Self-Play Reinforcement Learning and Test-Time Search. CoRR Samuel Sokota, Eugene Vinitsky, Hengyuan Hu, J. Zico Kolter, Gabriele Farina
2024	A	`conf`	Computing Low-Entropy Couplings for Large-Support Distributions. UAI Samuel Sokota, Dylan Sam, Christian Schröder de Witt, Spencer Compton, Jakob N. Foerster, J. Zico Kolter
2024	J	`jnl`	Computing Low-Entropy Couplings for Large-Support Distributions. CoRR Samuel Sokota, Dylan Sam, Christian Schröder de Witt, Spencer Compton, Jakob N. Foerster, J. Zico Kolter
2024	A*	`conf`	The Update-Equivalence Framework for Decision-Time Planning. ICLR Samuel Sokota, Gabriele Farina, David J. Wu, Hengyuan Hu, Kevin A. Wang, J. Zico Kolter, Noam Brown
2023	A*	`conf`	A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games. ICLR Samuel Sokota, Ryan D'Orazio, J. Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer
2023	A*	`conf`	Abstracting Imperfect Information Away from Two-Player Zero-Sum Games. ICML Samuel Sokota, Ryan D'Orazio, Chun Kai Ling, David J. Wu, J. Zico Kolter, Noam Brown
2023	J	`jnl`	Abstracting Imperfect Information Away from Two-Player Zero-Sum Games. CoRR Samuel Sokota, Ryan D'Orazio, Chun Kai Ling, David J. Wu, J. Zico Kolter, Noam Brown
2023	A*	`conf`	Adversarial Diversity in Hanabi. ICLR Brandon Cui, Andrei Lupu, Samuel Sokota, Hengyuan Hu, David J. Wu, Jakob Nicolaus Foerster
2023	A*	`conf`	Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning. ICLR Yat Long Lo, Christian Schröder de Witt, Samuel Sokota, Jakob Nicolaus Foerster, Shimon Whiteson
2023	J	`jnl`	Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning. CoRR Yat Long Lo, Christian Schröder de Witt, Samuel Sokota, Jakob Nicolaus Foerster, Shimon Whiteson
2023	A*	`conf`	Learning Intuitive Policies Using Action Features. ICML Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob Nicolaus Foerster
2023	A*	`conf`	Neural Functional Transformers. NeurIPS Allan Zhou, Kaien Yang, Yiding Jiang, Kaylee Burns, Winnie Xu, Samuel Sokota, J. Zico Kolter, Chelsea Finn
2023	J	`jnl`	Neural Functional Transformers. CoRR Allan Zhou, Kaien Yang, Yiding Jiang, Kaylee Burns, Winnie Xu, Samuel Sokota, J. Zico Kolter, Chelsea Finn
2023	A*	`conf`	Perfectly Secure Steganography Using Minimum Entropy Coupling. ICLR Christian Schröder de Witt, Samuel Sokota, J. Zico Kolter, Jakob Nicolaus Foerster, Martin Strohmeier
2023	A*	`conf`	Permutation Equivariant Neural Functionals. NeurIPS Allan Zhou, Kaien Yang, Kaylee Burns, Adriano Cardace, Yiding Jiang, Samuel Sokota, J. Zico Kolter, Chelsea Finn
2023	J	`jnl`	Permutation Equivariant Neural Functionals. CoRR Allan Zhou, Kaien Yang, Kaylee Burns, Yiding Jiang, Samuel Sokota, J. Zico Kolter, Chelsea Finn
2023	J	`jnl`	The Update Equivalence Framework for Decision-Time Planning. CoRR Samuel Sokota, Gabriele Farina, David J. Wu, Hengyuan Hu, Kevin A. Wang, J. Zico Kolter, Noam Brown
2022	A*	`conf`	A Fine-Tuning Approach to Belief State Modeling. ICLR Samuel Sokota, Hengyuan Hu, David J. Wu, J. Zico Kolter, Jakob Nicolaus Foerster, Noam Brown
2022	J	`jnl`	A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games. CoRR Samuel Sokota, Ryan D'Orazio, J. Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer
2022	A*	`conf`	Communicating via Markov Decision Processes. ICML Samuel Sokota, Christian A. Schröder de Witt, Maximilian Igl, Luisa M. Zintgraf, Philip H. S. Torr, Martin Strohmeier, J. Zico Kolter, Shimon Whiteson, Jakob N. Foerster
2022	J	`jnl`	Learning to Coordinate with Humans using Action Features. CoRR Mingwei Ma, Jizhou Liu, Samuel Sokota, Max Kleiman-Weiner, Jakob N. Foerster
2022	A*	`conf`	Off-Team Learning. NeurIPS Brandon Cui, Hengyuan Hu, Andrei Lupu, Samuel Sokota, Jakob N. Foerster
2022	J	`jnl`	Perfectly Secure Steganography Using Minimum Entropy Coupling. CoRR Christian Schröder de Witt, Samuel Sokota, J. Zico Kolter, Jakob N. Foerster, Martin Strohmeier
2022	A*	`conf`	Self-Explaining Deviations for Coordination. NeurIPS Hengyuan Hu, Samuel Sokota, David J. Wu, Anton Bakhtin, Andrei Lupu, Brandon Cui, Jakob N. Foerster
2022	J	`jnl`	Self-Explaining Deviations for Coordination. CoRR Hengyuan Hu, Samuel Sokota, David J. Wu, Anton Bakhtin, Andrei Lupu, Brandon Cui, Jakob N. Foerster
2021	J	`jnl`	Implicit Communication as Minimum Entropy Coupling. CoRR Samuel Sokota, Christian Schröder de Witt, Maximilian Igl, Luisa M. Zintgraf, Philip H. S. Torr, Shimon Whiteson, Jakob N. Foerster
2021	A*	`conf`	Monte Carlo Tree Search With Iteratively Refining State Abstractions. NeurIPS Samuel Sokota, Caleb Ho, Zaheen Farraz Ahmad, J. Zico Kolter
2021	A*	`conf`	Solving Common-Payoff Games with Approximate Policy Iteration. AAAI Samuel Sokota, Edward Lockhart, Finbarr Timbers, Elnaz Davoodi, Ryan D'Orazio, Neil Burch, Martin Schmid, Michael Bowling, Marc Lanctot
2021	J	`jnl`	Solving Common-Payoff Games with Approximate Policy Iteration. CoRR Samuel Sokota, Edward Lockhart, Finbarr Timbers, Elnaz Davoodi, Ryan D'Orazio, Neil Burch, Martin Schmid, Michael Bowling, Marc Lanctot
2020	A*	`conf`	Selective Dyna-Style Planning Under Limited Model Capacity. ICML Zaheer Abbas, Samuel Sokota, Erin Talvitie, Martha White
2020	J	`jnl`	Selective Dyna-style Planning Under Limited Model Capacity. CoRR Zaheer Abbas, Samuel Sokota, Erin J. Talvitie, Martha White
2019	A*	`conf`	Learning Deviation Payoffs in Simulation-Based Games. AAAI Samuel Sokota, Caleb Ho, Bryce Wiedenbeck
2019	A*	`conf`	Simultaneous Prediction Intervals for Patient-Specific Survival Curves. IJCAI Samuel Sokota, Ryan D'Orazio, Khurram Javed, Humza Haider, Russell Greiner
2019	J	`jnl`	Simultaneous Prediction Intervals for Patient-Specific Survival Curves. CoRR Samuel Sokota, Ryan D'Orazio, Khurram Javed, Humza Haider, Russell Greiner