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highway-env

A minimalist environment for decision-making in autonomous driving

hwdong-net.github.io

joyrl

joyrl-offline

kaggle-cats-and-dogs

采用深度学习方法进行图像识别，数据集为kaggle数据集中的猫与狗数据集。

latex_chinesepaper

模板是针对国内的一些期刊论文提供的，可以定制自己的模板

leetcode

:monkey:LeetCode、剑指Offer刷题笔记（C/C++、Python3实现）

lspi

Least-Squares Policy Iteration

machine-translation-seq2seq-pytorch

pytorch实现seq2seq机器翻译算法，附详细注释

my_notebook

the notebook about RL, DL, ML, pytorch, python

my_rl

my_rl

off-policy-convergent-algorithm

offlinerl-kit

An elegant PyTorch offline reinforcement learning library for researchers.

paper

Reading List

python-rl

Some Reinforcement Learning in Python

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

qlearning_mountaincar

Mountain Car problem solving using RL - QLearning with OpenAI Gym Framework

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rl-algorithms

Reinforcement learning algorithms

rl-intro

Introduction to Reinforcement Learning in Python

rl-lspi

Gym implementation of Least-Squares Policy Iteration (Lagoudakis & Parr, 2003)

rl-tutorials

basic algorithms of reinforcement learning

rlelement

强化学习各种组件的介绍

rl_competition

sparse-reward-algorithms

Implement many Sparse Reward algorithms in Gym Fetch environment

tdlearn

some common TD Learning algorithms

tianshou

An elegant PyTorch deep reinforcement learning library.

tinyhttpd

Tinyhttpd 是J. David Blackstone在1999年写的一个不到 500 行的超轻量型 Http Server，用来学习非常不错，可以帮助我们真正理解服务器程序的本质。官网:http://tinyhttpd.sourceforge.net

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.