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利用值函数逼近网络设计无人机空战自主决策系统,目前是初步的程序编写,之后会不断更新和详解。
Q-attention (within the ARM system) and coarse-to-fine Q-attention (within C2F-ARM system).
Awesome Game AI materials of Multi-Agent Reinforcement Learning
【KDD2021】Globally Optimized Matchmaking in Online Games
"Hierarchical Reinforcement Learning for Integrated Recommendation" (AAAI 2021) https://ojs.aaai.org/index.php/AAAI/article/view/16580
KERL: A Knowledge-Guided Reinforcement Learning Model for Sequential Recommendation
MPE for mappo
Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
Official implementation of the NRNS paper
Resources for Auxiliary Tasks and Exploration Enable ObjectNav
This is the official implementation of Multi-Agent PPO (MAPPO).
A high-performance distributed training framework for Reinforcement Learning
Experiments results of PARL
A Gym-like environment for Volt-Var control in power distribution systems.
The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling by Liu et al.
A Curated List of Must-read Papers on Recommender System.
[IJCAI 2021] Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations
The implementation of Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning (SIGIR 2021).
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.