Light

miyunluo / irl-icehockey Goto Github PK

View Code? Open in Web Editor NEW

9.0 2.0 2.0 56 KB

Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players, IJCAI 2020.

Python 100.00%

irl-icehockey's Introduction

Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players

International Joint Conference on Artificial Intelligence (IJCAI), 2020

Running the code

You should prepair your own data in order to run the code. A random data sample is shown in data/sample.csv. Put all the training data into this folder with the same format.
Run python3 main.py

If you find the code helpful, please consider cite

@inproceedings{luo2020teamsports,
	title={Inverse Reinforcement Learning for Team Sports: Valuing Actions and Players},
	author={Luo, Yudong and Schulte, Oliver and Poupart, Pascal},
	booktitle={International Joint Conference on Artificial Intelligence},
	pages={3356-3363},
	year={2020}
}

irl-icehockey's People

Stargazers

Watchers

Forkers

guiliang jasonke1225

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.