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03/01/2023
Mitigating Skewed Bidding for Conference Paper Assignment
The explosion of conference paper submissions in AI and related fields, ...
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01/24/2023
ASQ-IT: Interactive Explanations for Reinforcement-Learning Agents
As reinforcement learning methods increasingly amass accomplishments, th...
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10/21/2022
Integrating Policy Summaries with Reward Decomposition for Explaining Reinforcement Learning Agents
Explaining the behavior of reinforcement learning agents operating in se...
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03/14/2022
Dataset and Case Studies for Visual Near-Duplicates Detection in the Context of Social Media
The massive spread of visual content through the web and social media po...
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02/05/2021
"I Don't Think So": Disagreement-Based Policy Summaries for Comparing Agents
With Artificial Intelligence on the rise, human interaction with autonom...
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01/20/2021
VoterFraud2020: a Multi-modal Dataset of Election Fraud Claims on Twitter
The wide spread of unfounded election fraud claims surrounding the U.S. ...
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12/02/2020
Learning to Characterize Matching Experts
Matching is a task at the heart of any data integration process, aimed a...
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05/18/2020
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps
With advances in reinforcement learning (RL), agents are now being devel...
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05/30/2019
Exploring Computational User Models for Agent Policy Summarization
AI agents are being developed to support high stakes decision-making pro...
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05/02/2019
Truth Discovery via Proxy Voting
Truth discovery is a general name for a broad range of statistical metho...
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06/16/2018