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You Cannot Do That Ben Stokes: Dynamically Predicting Shot Type in Cricket Using a Personalized Deep Neural Network

Feb 03, 2021
Will Gürpınar-Morgan, Daniel Dinsdale, Joe Gallagher, Aditya Cherukumudi, Patrick Lucey

* 20 pages, 12 figures, accepted paper for the 2020 MIT Sloan Sports Analytics Conference 

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Improved Structural Discovery and Representation Learning of Multi-Agent Data

Dec 30, 2019
Jennifer Hobbs, Matthew Holbrook, Nathan Frank, Long Sha, Patrick Lucey

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Rugby-Bot: Utilizing Multi-Task Learning & Fine-Grained Features for Rugby League Analysis

Oct 16, 2019
Matthew Holbrook, Jennifer Hobbs, Patrick Lucey

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Coordinated Multi-Agent Imitation Learning

May 25, 2018
Hoang M. Le, Yisong Yue, Peter Carr, Patrick Lucey

* Hoang M. Le, Yisong Yue, Peter Carr, Patrick Lucey ; Proceedings of the 34th International Conference on Machine Learning, PMLR 70:1995-2003, 2017 
* International Conference on Machine Learning 2017 

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Generative Multi-Agent Behavioral Cloning

May 20, 2018
Eric Zhan, Stephan Zheng, Yisong Yue, Long Sha, Patrick Lucey

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Predicting Shot Making in Basketball Learnt from Adversarial Multiagent Trajectories

Dec 28, 2017
Mark Harmon, Patrick Lucey, Diego Klabjan

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Generating Long-term Trajectories Using Deep Hierarchical Networks

Jun 21, 2017
Stephan Zheng, Yisong Yue, Patrick Lucey

* Published in NIPS 2016 

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