Robot Learning Resources ML Frameworks

Curated collections and awesome lists focused on robot learning, manipulation, reinforcement learning, and robotics frameworks. Does NOT include individual implementations, tutorials, or specialized applications like autonomous driving or game-playing agents.

There are 37 robot learning resources frameworks tracked. 3 score above 50 (established tier). The highest-rated is jslee02/awesome-robotics-libraries at 65/100 with 2,827 stars. 1 of the top 10 are actively maintained.

Get all 37 projects as JSON

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# Framework Score Tier
1 jslee02/awesome-robotics-libraries

:sunglasses: A curated list of robotics libraries and software

65
Established
2 endymecy/awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

61
Established
3 daviddao/awesome-very-deep-learning

♾A curated list of papers and code about very deep neural networks

50
Established
4 Ly0n/awesome-robotic-tooling

Tooling for professional robotic development in C++ and Python with a touch...

48
Emerging
5 sekwiatkowski/awesome-capsule-networks

A curated list of awesome resources related to capsule networks

43
Emerging
6 torydebra/AwesomeRoboticsConferencesAndSchoolsList

An interactive table for choosing your next robotic-related conference or school

42
Emerging
7 dbobrenko/awesome-rl

Awesome RL: Papers, Books, Codes, Benchmarks

42
Emerging
8 wangxb96/Awesome-EdgeAI

Resources of our survey paper "Optimizing Edge AI: A Comprehensive Survey on...

42
Emerging
9 ThyrixYang/awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research, tracks the cutting...

41
Emerging
10 SerialLain3170/AwesomeAnimeResearch

Papers, repository and other data about anime or manga research. Please let...

40
Emerging
11 txsun1997/awesome-early-exiting

A curated list of Early Exiting papers, benchmarks, and misc.

39
Emerging
12 ahundt/awesome-robotics

A curated list of awesome links and software libraries that are useful for robots.

39
Emerging
13 DeepTecher/SecondaryAwesomeCollection

收集深度学习相关的awesome 资源列表,欢迎补充

38
Emerging
14 Phylliade/awesome-machine-learning-robotics

A curated list of resources about Machine Learning for Robotics

37
Emerging
15 anubhavshrimal/Machine-Learning-Research-Papers

A list of research papers in the domain of machine learning, deep learning...

36
Emerging
16 RayYoh/Awesome-Robot-Learning

This repo contains a curative list of robot learning (mainly for...

35
Emerging
17 mikeroyal/Autonomous-Systems-Guide

Autonomous Systems Guide

34
Emerging
18 azminewasi/Curated-Reinforcement-Learning-Resources

Reinforcement learning is a machine learning technique where agents learn to...

30
Emerging
19 swagshaw/Awesome-Cloud-Edge-AI

A curated list of research in System for Edge Intelligence and...

29
Experimental
20 instadeepai/awesome-marl

A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers

28
Experimental
21 schatty/awesome-memory-rl

A curated list of awesome memory in reinforcement learning research materials

25
Experimental
22 dbobrenko/awesome-ai-environments

List of environments and competitions for RL and AI training

25
Experimental
23 H-Freax/Awesome-Video-Robotic-Papers

This repository compiles a list of papers related to the application of...

24
Experimental
24 JackyLi-HKUST/awesome-uav-usv-landing

A curated, research-oriented reading list for UAV landing on USV in waves,...

23
Experimental
25 sepilqi/awsome-rl

A curated list of awesome Reinforcement Learning libraries, papers, open...

23
Experimental
26 Leading-AI-IO/edge-ai-intelligence

The Edge of Intelligence — Why open-weight AI will move from cloud to your...

20
Experimental
27 klietus/SignalZero-Papers

Research papers on the Signal Zero system

20
Experimental
28 edwardtay/awesome-robotics

A curated list of 170+ robotics frameworks, simulators, tools, and platforms

19
Experimental
29 tx871217/awesome-mobile-manipulator-robots

A comprehensive & curated list of Mobile Manipulators related researches,...

17
Experimental
30 yukihuyt/AI_Advances_for_Game_Dev

A list of advanced AI technology which are possible to be applied to game...

16
Experimental
31 vincentbonnetcg-zz/awesome-ml-character

A collection of papers about characters generation with machine learning

15
Experimental
32 Easy-PhD/AIMPapers

Artificial Intelligence Monthly Papers.

15
Experimental
33 taskswithcode/sota_researchers_with_published_code

Researchers who published code, models (in some cases), and demo apps (in...

14
Experimental
34 jsalbert/awesome-biologically-motivated-learning

Awesome list of research publications and media on biologically-motivated...

13
Experimental
35 DocyNoah/awesome-reinforcement-learning-research

Awesome Reinforcement Learning Research Resources

13
Experimental
36 tc-huang/awesome-ai-robotics

A list of awesome AI Robotics resources

12
Experimental
37 seanxuu/Awesome-Embodied-AI

This is a curated list of awesome papers on Embodied AI.

11
Experimental