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PPO
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
classical CNN impelementation with pytorch.Include VGGNet,BN-VGG,Inception-v1,BN-Inception,Resnet-v1,Resnet-v2,DenseNet and so on.
PyTorch implementations of deep reinforcement learning algorithms and environments
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Simulator developed for the mobility management of UAV base stations project featuring A3C
Solving Beamforming problem using reinforcement learning between Base station and UAV
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
Must-read papers on graph neural networks (GNN)
Group Lasso implementation following the scikit-learn API
Group Lasso package for Python.
Lightweight version of MAPPO to help you quickly migrate to your local environment.
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019
Mean Field Multi-Agent Reinforcement Learning
A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm
Multi-Agent Reinforcement Learning (MARL) papers
The implementation of Multistep-DDPG and Mixed-Multistep-DDPG
Quadrotor Env
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
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.