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Name: Flora

Type: User

Flora's Projects

100-days-of-ml-code

100-Days-Of-ML-Code中文版

acme

A library of reinforcement learning components and agents

awesome-information-bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

awesome-memory-rl

A curated list of awesome memory in reinforcement learning research materials

awesome-resume-for-chinese

:page_facing_up: 适合中文的简历模板收集（LaTeX，HTML/JS and so on）由 @hoochanlon 维护

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

corl

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

d3_demo

the charts drawed by D3.js

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deeplearningtutorial

深度学习代码

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

di-engine

OpenDILab Decision AI Engine

drlib

DRLib：A concise deep reinforcement learning library, integrating HER and PER for almost off policy RL algos.

elegantrl

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

gymnax

RL Environments in JAX 🌍

gymnax-blines

Baselines for gymnax 🤖

introrl

Intro to Reinforcement Learning (强化学习纲要）

leaflet-d3-svgoverlay

An overlay class for Leaflet, a JS library for interactive maps. Allows drawing overlay using SVG with the help of D3.

leedeeprl-notes

李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/

ml

经典机器学习算法的极简实现

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

openspiel_reproductions

Results reproductions & comparisons between OpenSpiel implementations, associated paper & originating works

panda-gym

OpenaAI Gym Franka Emika Panda robot environment based on PyBullet.

papers-literature-ml-dl-rl-ai

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

purejaxrl

Really Fast End-to-End Jax RL Implementations

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

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