Samuel Sokota
19 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (5)
π
Cross-Pollinator
(5)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(28)
π
Grand Slam
π
Triple Crown
ποΈ
Keyword Collector
(72)
β‘
Prolific Year
(8)
π
Century Club
(19)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
ICLR (6)
NIPS (5)
ICML (4)
AAAI (2)
IJCAI (1)
UAI (1)
Top co-authors
Keywords
game theory
(4)
neural network
(2)
multi-agent system
(2)
attention mechanism
(2)
nash equilibrium
(2)
implicit neural representation
(2)
multi-agent coordination
(2)
decision-time planning
(2)
uncertainty quantification
(1)
imperfect information
(1)
multi-agent reinforcement learning
(1)
markov decision process
(1)
permutation equivariance
(1)
covariate shift
(1)
policy learning
(1)
state abstraction
(1)
weight sharing
(1)
approximate policy iteration
(1)
patient-specific prediction
(1)
model architecture
(1)
Papers
Computing Low-Entropy Couplings for Large-Support Distributions
UAI 2024
The Update-Equivalence Framework for Decision-Time Planning
ICLR 2024
Neural Functional Transformers
NIPS 2023
Perfectly Secure Steganography Using Minimum Entropy Coupling
ICLR 2023
Permutation Equivariant Neural Functionals
NIPS 2023
A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games
ICLR 2023
Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning
ICLR 2023
Adversarial Diversity in Hanabi
ICLR 2023
Learning Intuitive Policies Using Action Features
ICML 2023
Abstracting Imperfect Information Away from Two-Player Zero-Sum Games
ICML 2023
A Fine-Tuning Approach to Belief State Modeling
ICLR 2022
Self-Explaining Deviations for Coordination
NIPS 2022
Communicating via Markov Decision Processes
ICML 2022
Off-Team Learning
NIPS 2022
Monte Carlo Tree Search With Iteratively Refining State Abstractions
NIPS 2021
Solving Common-Payoff Games with Approximate Policy Iteration
AAAI 2021
Selective Dyna-Style Planning Under Limited Model Capacity
ICML 2020
Learning Deviation Payoffs in Simulation-Based Games
AAAI 2019
Simultaneous Prediction Intervals for Patient-Specific Survival Curves
IJCAI 2019