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deep-reinforcement-learning
21 projects tagged “deep-reinforcement-learning” that gained the most stars yesterday
#1751 · +15 · 1d ·GitHub

IMPORTANT] > FinRL-X is the next-generation evolution of FinRL, designed for AI-native, modular, and production-oriented quantitative trading. > > - This repository (FinRL) preserves the original end-to-end educational and research framework.

Size
82.5 MB
Stars
16.7K
Age
6y
Commits · 90 Days
#2342 · +10 · 1d ·GitHub

👋 Hi, everyone! DanKS is a GuanDan AI project initiated by the Kingsoft AI Product Center .

Creator
Calix-L
Size
23.2 MB
Stars
697
Age
1mo
Commits · 90 Days
#2625 · +8 · 1d ·GitHub

Gymnasium is an open source Python library for developing and comparing reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments, as well as a standard set of environments compliant with that API.

Size
444.5 MB
Stars
12.7K
Age
4y
Commits · 90 Days
#2678 · +8 · 1d ·GitHub

Welcome to GR00T Whole-Body Control (WBC)! This is a unified platform for developing and deploying advanced humanoid controllers. 6 and GEAR-SONIC

Creator
NVlabs
Size
403.3 MB
Stars
3.8K
Updated
CommitOct 13
Age
11mo
Commits · 90 Days
#3786 · +4 · 1d ·GitHub

CleanRL is a Deep Reinforcement Learning library that provides high-quality single-file implementation with research-friendly features. The implementation is clean and simple, yet we can scale it to run thousands of experiments using AWS Batch.

Creator
vwxyzjn
Size
137.9 MB
Stars
10.6K
Age
7y
Commits · 90 Days
#3992 · +3 · 1d ·GitHub

The purpose of this project is not to produce as optimized and computationally efficient algorithms as possible but rather to present the inner workings of them in a transparent and accessible way.

Size
0.5 MB
Stars
33K
Updated
CommitOct 18
Age
9y
Commits · 90 Days
#4681 · +2 · 1d ·GitHub

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

Size
2.9 GB
Stars
19.8K
Age
9y
Commits · 90 Days
#4754 · +2 · 1d ·GitHub

OpenAI Baselines is a set of high-quality implementations of reinforcement learning algorithms.

Creator
openai
Size
6.5 MB
Stars
16.8K
Updated
CommitJan 31
Age
9y
Commits · 90 Days
#4805 · +2 · 1d ·GitHub

强化学习中文教程(蘑菇书🍄),在线阅读地址:

Size
542.8 MB
Stars
14.8K
Age
6y
Commits · 90 Days
#5297 · +2 · 1d ·GitHub

A framework for building robust RL environments to train aligned AI.

Size
1.9 MB
Stars
147
Updated
CommitOct 17
Age
1mo
Commits · 90 Days
#5595 · +1 · 1d ·GitHub

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Creator
microsoft
Size
368 MB
Stars
18.6K
Age
9y
Commits · 90 Days
#6084 · +1 · 1d ·GitHub

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

Creator
karpathy
Size
27.2 MB
Stars
11.2K
Age
12y
Commits · 90 Days
#6193 · +1 · 1d ·GitHub

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

Creator
roboticcam
Size
176.3 MB
Stars
10.4K
Updated
CommitJul 08
Age
8y
Commits · 90 Days
#6770 · +0 · 1d ·GitHub

This repository provides code, exercises and solutions for popular Reinforcement Learning algorithms. These are meant to serve as a learning tool to complement the theoretical materials from

Creator
dennybritz
Size
5.2 MB
Stars
22.2K
Updated
CommitSep 20
Age
10y
Commits · 90 Days
#7100 · +0 · 1d ·GitHub

CARLA is an open-source simulator for autonomous driving research. CARLA has been developed from the ground up to support development, training, and validation of autonomous driving systems.

Size
2.5 GB
Stars
14.5K
Age
8y
Commits · 90 Days
#7268 · +0 · 1d ·GitHub

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Creator
kmario23
Size
0.2 MB
Stars
13K
Age
7y
Commits · 90 Days
#7583 · +0 · 1d ·GitHub

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

Creator
google
Size
28.2 MB
Stars
10.9K
Age
8y
Commits · 90 Days
#7700 · +0 · 1d ·GitHub

This repository is a collection of tutorials for MIT Deep Learning courses. More added as courses progress.

Creator
lexfridman
Size
63.9 MB
Stars
10.5K
Updated
CommitFeb 17
Age
9y
Commits · 90 Days
#7918 · +0 · 1d ·GitHub

Adaptive task scheduling for multi-core CPUs using DQN with DVFS & thermal-aware reward; includes simulator, baselines, training, evaluation, and plotting.

Creator
aaawangyh
Size
<0.1 MB
Stars
1.5K
Updated
CommitOct 21
Age
11mo
Commits · 90 Days
#8000 · +0 · 1d ·GitHub

Motus2: A Self-Evolving General World Model for Dexterous Manipulation

Size
<0.1 MB
Stars
668
Updated
CommitSep 11
Age
1mo
Commits · 90 Days
#8427 · +0 · 1d ·GitHub

5 series unified generative models. It is designed to be easily adapted for your own tasks — you only need to swap in your own data loader and RL reward function.

Creator
FlagOpen
Size
31.7 MB
Stars
178
Updated
CommitJul 25
Age
1mo
Commits · 90 Days