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12/12/2022
Bayesian Opponent Modeling in Multiplayer Imperfect-Information Games
In many real-world settings agents engage in strategic interactions with...
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10/29/2022
Observable Perfect Equilibrium
While Nash equilibrium has emerged as the central game-theoretic solutio...
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09/05/2022
Random Initialization Solves Shapley's Fictitious Play Counterexample
In 1964 Shapley devised a family of games for which fictitious play fail...
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06/13/2022
Stable Relationships
We study a dynamic model of the relationship between two people where th...
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03/21/2022
Fictitious Play with Maximin Initialization
Fictitious play has recently emerged as the most accurate scalable algor...
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01/12/2022
Safe Equilibrium
The standard game-theoretic solution concept, Nash equilibrium, assumes ...
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04/30/2021
Human strategic decision making in parametrized games
Many real-world games contain parameters which can affect payoffs, actio...
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10/26/2020
Computing Nash Equilibria in Multiplayer DAG-Structured Stochastic Games with Persistent Imperfect Information
Many important real-world settings contain multiple players interacting ...
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06/12/2020
Algorithm for Computing Approximate Nash equilibrium in Continuous Games with Application to Continuous Blotto
Successful algorithms have been developed for computing Nash equilibrium...
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03/10/2020
Prediction of Bayesian Intervals for Tropical Storms
Building on recent research for prediction of hurricane trajectories usi...
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02/11/2020
Fast Complete Algorithm for Multiplayer Nash Equilibrium
We describe a new complete algorithm for computing Nash equilibrium in m...
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01/30/2020
Fictitious Play Outperforms Counterfactual Regret Minimization
We compare the performance of two popular iterative algorithms, fictitio...
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10/01/2019
Mistakes in Games
We define a new concept of "mistake" strategies and actions for strategi...
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10/01/2019
Parallel Algorithm for Approximating Nash Equilibrium in Multiplayer Stochastic Games with Application to Naval Strategic Planning
Many real-world domains contain multiple agents behaving strategically w...
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06/08/2019
Most Important Fundamental Rule of Poker Strategy
Poker is a large complex game of imperfect information, which has been s...
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04/13/2018
Successful Nash Equilibrium Agent for a 3-Player Imperfect-Information Game
Creating strong agents for games with more than two players is a major o...
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03/01/2018
Algorithm for Evolutionarily Stable Strategies Against Pure Mutations
Evolutionarily stable strategy (ESS) is an important solution concept in...
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02/01/2018
Predicting Hurricane Trajectories using a Recurrent Neural Network
Hurricanes are cyclones circulating about a defined center whose closed ...
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12/24/2017
Optimal Weighting for Exam Composition
A problem faced by many instructors is that of designing exams that accu...
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12/19/2016
Computing Human-Understandable Strategies
Algorithms for equilibrium computation generally make no attempt to ensu...
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03/10/2016
Bayesian Opponent Exploitation in Imperfect-Information Games
Two fundamental problems in computational game theory are computing a Na...
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10/29/2015
My Reflections on the First Man vs. Machine No-Limit Texas Hold 'em Competition
The first ever human vs. computer no-limit Texas hold 'em competition to...
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07/17/2011