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02/03/2021
You Cannot Do That Ben Stokes: Dynamically Predicting Shot Type in Cricket Using a Personalized Deep Neural Network
The ability to predict what shot a batsman will attempt given the type o...
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12/30/2019
Improved Structural Discovery and Representation Learning of Multi-Agent Data
Central to all machine learning algorithms is data representation. For m...
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10/16/2019
Rugby-Bot: Utilizing Multi-Task Learning Fine-Grained Features for Rugby League Analysis
Sporting events are extremely complex and require a multitude of metrics...
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03/20/2018
Generative Multi-Agent Behavioral Cloning
We propose and study the problem of generative multi-agent behavioral cl...
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10/06/2017
Fine-Grained Retrieval of Sports Plays using Tree-Based Alignment of Trajectories
We propose a novel method for effective retrieval of multi-agent spatiot...
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09/15/2016