Presenting Multiagent Challenges in Team Sports Analytics

23 March 2023

Papers citing "Presenting Multiagent Challenges in Team Sports Analytics"

13 / 13 papers shown

Title
Policy Diagnosis via Measuring Role Diversity in Cooperative Multi-agent RL Siyi Hu Chuanlong Xie Xiaodan Liang Xiaojun Chang 36 21 0 01 Jun 2022
Evaluating deep tracking models for player tracking in broadcast ice hockey video Kanav Vats M. Fani David A Clausi John S. Zelek 48 3 0 22 May 2022
Exploring the Benefits of Teams in Multiagent Learning David Radke Kate Larson Timothy B. Brecht AI4TS 51 10 0 04 May 2022
The Importance of Credo in Multiagent Learning David Radke Kate Larson Timothy B. Brecht 41 11 0 15 Apr 2022
Optical tracking in team sports Pegah Rahimian László Toka 24 9 0 08 Apr 2022
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions Javier Fernández L. Bornn D. Cervone 31 55 0 18 Nov 2020
Game Plan: What AI can do for Football, and What Football can do for AI K. Tuyls Shayegan Omidshafiei Paul Muller Zhe Wang Jerome T. Connor ... Simon Bouton Nathalie Beauguerlange Jackson Broshear T. Graepel Demis Hassabis 80 80 0 18 Nov 2020
Evaluating and Rewarding Teamwork Using Cooperative Game Abstractions Tom Yan Christian Kroer A. Peysakhovich 25 7 0 16 Jun 2020
Reasoning about Hypothetical Agent Behaviours and their Parameters Stefano V. Albrecht Peter Stone 37 62 0 26 Jun 2019
Hierarchical Game-Theoretic Planning for Autonomous Vehicles J. F. Fisac Eli Bronstein Elis Stefansson Dorsa Sadigh S. Shankar Sastry Anca Dragan 50 226 0 13 Oct 2018
RUDDER: Return Decomposition for Delayed Rewards Jose A. Arjona-Medina Michael Gillhofer Michael Widrich Thomas Unterthiner Johannes Brandstetter Sepp Hochreiter 56 216 0 20 Jun 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 118 1,662 0 30 Mar 2018
Coordinated Multi-Agent Imitation Learning Hoang Minh Le Yisong Yue Peter Carr P. Lucey 50 189 0 09 Mar 2017