Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation

26 May 2018

Papers citing "Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation"

12 / 12 papers shown

Title
A Strategic Framework for Optimal Decisions in Football 1-vs-1 Shot-Taking Situations: An Integrated Approach of Machine Learning, Theory-Based Modeling, and Game Theory Calvin Yeung Keisuke Fujii 16 9 0 27 Jul 2023
Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations Keisuke Fujii Kazushi Tsutsui Atom Scott Hiroshi Nakahara Naoya Takeishi Yoshinobu Kawahara 29 6 0 22 May 2023
A Multi-stage deep architecture for summary generation of soccer videos Melissa Sanabria F. Precioso Pierre-Alexandre Mattei Thomas Menguy 28 6 0 02 May 2022
ShuttleNet: Position-aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton Wei-Yao Wang Hong-Han Shuai Kai-Shiang Chang Wen-Chih Peng 31 43 0 02 Dec 2021
Optimal Team Economic Decisions in Counter-Strike Peter Xenopoulos B. Coelho Claudio Silva 7 6 0 20 Sep 2021
Towards optimized actions in critical situations of soccer games with deep reinforcement learning Pegah Rahimian Afshin Oroojlooy László Toka 18 5 0 14 Sep 2021
Data-driven Analysis for Understanding Team Sports Behaviors Keisuke Fujii AI4TS AI4CE 37 27 0 15 Feb 2021
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions Javier Fernández L. Bornn D. Cervone 17 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 44 78 0 18 Nov 2020
The Newton Scheme for Deep Learning Junqing Qiu Guoren Zhong Yihua Lu Kun Xin Huihuan Qian Xi Zhu PINN 30 3 0 16 Oct 2018
Measuring Football Players' On-the-ball Contributions From Passes During Games L. Bransen Jan Van Haaren 14 26 0 13 Sep 2018
Actions Speak Louder Than Goals: Valuing Player Actions in Soccer Tom Decroos L. Bransen Jan Van Haaren Jesse Davis 22 185 0 18 Feb 2018