Hxqiang2020's repositories
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
CORL-Clean-Offline-Reinforcement-Learning-
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
awesome-resume
Resume，Resume Templates，程序员简历例句，简历模版，
coding-for-great-offer
大厂算法和数据结构刷题班
leetcode
😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解
gym
A toolkit for developing and comparing reinforcement learning algorithms.
class-notes
全部算法课讲解知识点提纲、题目汇总、PPT合集、学前必读、学习规划
pysc2
StarCraft II Learning Environment
publicclass2020
公开课代码
algorithm-primary
算法和数据结构新手班
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
homework_fall2021
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2021)
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
homework
Assignments for CS294-112.
DeepReinforcementLearningInAction
Code from the Deep Reinforcement Learning in Action book from Manning, Inc
Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
keras-rl
Deep Reinforcement Learning for Keras.
Lhy_Machine_Learning
李宏毅2021春季机器学习课程课件及作业
cs231n.github.io
Public facing notes page
Hands-on-RL
https://hrl.boyuai.com/
pumpkin-book
《机器学习》（西瓜书）公式详解
TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
BooksKeeper
对各类图书资源的收集。大量计算机、AI方面书籍。
awesome-rl
Reinforcement learning resources curated
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
David-Silver-Reinforcement-learning
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.