StaminaTang's repositories
awesome-real-world-rl
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
bullet3
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
conpy
Python package for power mapping and functional connectivity using DICS
d4rl
A benchmark for offline reinforcement learning.
Deep-Reinforcement-Learning-Algorithms
27 projects in the framework of Deep Reinforcement Learning algorithms: DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
Deep-Reinforcement-Learning-Hands-On-Second-Edition
Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt
Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
ElegantRL
Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".
genrl
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
graph-adversarial-learning-literature
A curated list of adversarial attacks and defenses papers on graph-structured data.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
Hands-On-Meta-Learning-With-Python
Learning to Learn using One-Shot Learning, MAML, Reptile, Meta-SGD and more with Tensorflow
Hands-On-Reinforcement-Learning-With-Python-1
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
key-book
《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。在线阅读地址：https://datawhalechina.github.io/key-book/
Learn-Robotics-Programming-Second-Edition
Learn Robotics Programming, Second Edition published by Packt
machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
machine_learning_examples
A collection of machine learning examples and tutorials.
Mastering-PyTorch
Mastering PyTorch, published by Packt
MetaHIN
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
ModelArts-Lab
ModelArts-Lab是示例代码库。更多AI开发学习交流信息，请访问华为云AI开发者社区：huaweicloud.ai
pfrl
PFRL: a PyTorch-based deep reinforcement learning library
pisac
Tensorflow source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
RLzoo
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
stylegan2
StyleGAN2 - Official TensorFlow Implementation with practical improvements
tianshou
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform.
toys
Toy models, experiments and random notes on machine learning and deep learning.
WeiboSpammer
🐛 新浪微博社交网络分析&虚假用户检测。衍生应用:生成个性化新浪微博用户报告。