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08/12/2022
Non-strategic Structural Inference (for Initial Play)
We adapt behavioral models developed for predicting human behavior to th...
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05/24/2022
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections
Hindsight rationality is an approach to playing general-sum games that p...
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07/01/2021
The Spotlight: A General Method for Discovering Systematic Errors in Deep Learning Models
Supervised learning models often make systematic errors on rare subsets ...
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06/17/2021
Disinformation, Stochastic Harm, and Costly Filtering: A Principal-Agent Analysis of Regulating Social Media Platforms
The spread of disinformation on social media platforms such as Facebook ...
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02/13/2021
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games
Hindsight rationality is an approach to playing multi-agent, general-sum...
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12/10/2020
Hindsight and Sequential Rationality of Correlated Play
Driven by recent successes in two-player, zero-sum game solving and play...
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12/01/2020
Game Theoretic Malware Detection
Large software platforms (e.g., mobile app stores, social media, email s...
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12/06/2019
Alternative Function Approximation Parameterizations for Solving Games: An Analysis of f-Regression Counterfactual Regret Minimization
Function approximation is a powerful approach for structuring large deci...
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10/03/2019
Bounds for Approximate Regret-Matching Algorithms
A dominant approach to solving large imperfect-information games is Coun...
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12/30/2018
A Formal Separation Between Strategic and Nonstrategic Behavior
It is common to make a distinction between `strategic' behavior and othe...
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12/30/2018
Formalizing the Boundary Between Strategic and Nonstrategic Reasoning
Research in multiagent systems often does not draw a clear distinction b...
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08/29/2017