Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

52 "reinforcement-learning" Awesome Lists

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

ai artificial-intelligence deep-learning intelligent-machines intelligent-systems machine-intelligence machine-learning neural-network reinforcement-learning statistical-learning

9,677 stars
1,686 forks
163 projects

Last updated: 05 May 2024

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

computer-vision deep-learning machine-learning natural-language-processing reinforcement-learning robotics self-supervised

5,994 stars
818 forks
453 projects

Last updated: 03 May 2024

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

computer-vision deep-learning healthcare machine-learning multimodal-learning natural-language-processing reading-list reinforcement-learning representation-learning robotics

5,465 stars
820 forks
474 projects

Last updated: 04 May 2024

Awesome-ChatGPT

ChatGPT资料汇总学习,持续更新......

ai awesome chatgpt deep-learning gpt gpt-3 nlp openai reinforcement-learning

3,949 stars
377 forks
101 projects

Last updated: 06 May 2024

awesome-ai-in-finance

🔬 A curated list of awesome LLMs & deep learning strategies & tools in financial market.

analysis awesome awesome-list cryptocurrency deep-learning financial neural-network quant quantitative-finance reinforcement-learning

2,873 stars
364 forks
135 projects

Last updated: 05 May 2024

awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

bert classification cnn detection dqn dssm dynabert gan nlp pose

2,840 stars
826 forks
143 projects

Last updated: 07 May 2024

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

code corpus deep-learning modelzoo neural-network nlp paper reinforcement-learning video

2,823 stars
665 forks
117 projects

Last updated: 02 May 2024

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

deep-learning deep-reinforcement-learning human-feedback large-language-models reinforcement-learning rlhf

2,780 stars
182 forks
163 projects

Last updated: 10 May 2024

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

ai-courses artificial-intelligence deep-learning machine-learning reinforcement-learning

2,580 stars
270 forks
38 projects

Last updated: 02 May 2024

awesome-mlss

List of summer schools in machine learning + related fields across the globe

artificial-intelligence deep-learning machine-learning reinforcement-learning summer-school summer-schools

2,541 stars
291 forks
187 projects

Last updated: 06 May 2024

Awesome-System-for-Machine-Learning

A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

automl computer-system deep-learning deep-neural-networks deep-reinforcement-learning distributed-systems edge-computing inference infrastructure machine-learning

2,432 stars
300 forks
80 projects

Last updated: 30 Apr 2024

awesome-deep-trading

List of awesome resources for machine learning-based algorithmic trading

cryptocurrency deep-learning deep-neural-networks deep-reinforcement-learning deep-trading fintech frequency-trading machine-learning quantitative-trading stock-trading

1,396 stars
297 forks
94 projects

Last updated: 07 May 2024

awesome-AI-books

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

ai algorithms artificial-intelligence books data-mining deep-learning learning machine-learning mathematics pdf

1,182 stars
299 forks
141 projects

Last updated: 18 Dec 2023

awesome-robotics

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

awesome awesome-list datasets deep-learning image-segmentation list lists machine-learning optimization optimization-algorithms

899 stars
148 forks
72 projects

Last updated: 06 May 2024

awesome-offline-rl

An index of algorithms for offline reinforcement learning (offline-rl)

awesome awesome-list off-policy-evaluation offline-rl reinforcement-learning research

855 stars
82 forks
1,157 projects

Last updated: 03 May 2024

awesome-CARLA

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

autonomous-vehicles awesome carla carla-data carla-driving-simulator carla-simulator code data-collector deeplearning detection

715 stars
123 forks
121 projects

Last updated: 08 May 2024

awesome-model-based-RL

A curated list of awesome model based RL resources (continually updated)

awesome awesome-list model-based-reinforcement-learning model-based-rl reinforcement-learning reinforcement-learning-algorithms

711 stars
38 forks
331 projects

Last updated: 30 Apr 2024

awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning

ai awesome game-ai imperfect-information-games multi-agent reinforcement-learning

691 stars
94 forks
80 projects

Last updated: 03 May 2024

awesome-isaac-gym

A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources

isaac-gym openai-gym reinforcement-learning robot-learning robotics

629 stars
55 forks
113 projects

Last updated: 02 May 2024

awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

awesome-list deep-reinforcement-learning deep-rl reinforcement-learning resources

607 stars
67 forks
206 projects

Last updated: 06 May 2024

awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

atari deep-learning deep-q-learning learning machine-learning machine-learning-algorithms monte-carlo monte-carlo-tree-search policy-evaluation policy-gradient

600 stars
70 forks
111 projects

Last updated: 29 Apr 2024

awesome-diffusion-model-in-rl

A curated list of Diffusion Model in RL resources (continually updated)

deep-reinforcement-learning diffusion-model diffusion-models reinfocement-learning

562 stars
33 forks
85 projects

Last updated: 01 May 2024

awesome-ai

A curated list of artificial intelligence resources (Courses, Tools, App, Open Source Project)

artificial-intelligence chatbot data-science deep-learning machine-learning neural-network reinforcement-learning voice-assistant

440 stars
83 forks
254 projects

Last updated: 01 May 2024

awesome-full-stack-machine-learning-courses

Curated list of publicly accessible machine learning engineering courses from CalTech, Columbia, Berkeley, MIT, and Stanford.

berkeley berkeley-ai berkeley-reinforcement-learning caltech columbia-university computer-science deep-learning deep-neural-networks edx-columbiax machine-learning

412 stars
93 forks
106 projects

Last updated: 07 May 2024

awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

awesome awesome-list gans imitation-learning meta-learning reinforcement-learning robotics sim2real simulation

310 stars
38 forks
76 projects

Last updated: 07 Apr 2024

awesome-reinforcement-learning-lib

GitHub's code repository is all you need

reinforcement-learning reinforcement-learning-algorithms reinforcementlearning

290 stars
35 forks
149 projects

Last updated: 02 May 2024

awesome-exploration-rl

A curated list of awesome exploration RL resources (continually updated)

awesome awesome-list delayed-rewards exploration exploration-exploitation exploratory hard-exploration reinforcement-learning reinforcement-learning-algorithms sparse-reward-algorithms

287 stars
7 forks
206 projects

Last updated: 30 Apr 2024

Awesome-Information-Bottleneck

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

awesome-list deep-learning deep-neural-networks deep-reinforcement-learning information information-bottleneck

283 stars
34 forks
201 projects

Last updated: 25 Apr 2024

awesome-end-to-end-autonomous-driving

A curated list of awesome End-to-End Autonomous Driving resources (continually updated)

autonomous-driving imitation-learning paper-list reinforcement-learning

271 stars
13 forks
71 projects

Last updated: 09 Apr 2024

awesome-tensorlayer

A curated list of dedicated resources and applications

adversarial-learning autoencoder cifar-10 computer-vision convolutional-neural-networks database generative-adversarial-network horovod keras lstm-neural-networks

266 stars
62 forks
51 projects

Last updated: 18 Feb 2024

Awesome-AI-algorithm

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

algorithms artificial-intelligence deep-learning interview machine-learning reinforcement-learning

249 stars
80 forks
281 projects

Last updated: 25 Apr 2024

awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

awesome deep-neural-networks deep-neuroevolution deep-reinforcement-learning evolution-strategies evolutionary-algorithms genetic-algorithms neuroevolution

218 stars
35 forks
200 projects

Last updated: 02 May 2024

Awesome-Decision-Making-Reinforcement-Learning

A selection of state-of-the-art research materials on decision making and motion planning.

algorithms artificial-intelligence autonomous-vehicles causal-inference decision-making deep-learning intelligent-transportation-systems inverse-reinforcement-learning machine-learning motion-control

202 stars
43 forks
33 projects

Last updated: 19 Apr 2024

awesome-deep-reinforcement-learning

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

awesome-list deep-neural-networks deep-reinforcement-learning drl drl-frameworks reinforcement-learning

192 stars
30 forks
257 projects

Last updated: 03 May 2024

awesome-explainable-reinforcement-learning

A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges

explainable-reinforcement-learning reinforcement-learning

172 stars
18 forks
116 projects

Last updated: 09 Apr 2024

awesome-machine-learning-robotics

A curated list of resources about Machine Learning for Robotics

approximate-inference awesome awesome-list curriculum-learning deep-learning deep-reinforcement-learning machine-learning reinforcement-learning robotics

114 stars
19 forks
39 projects

Last updated: 06 Apr 2024

awesome-rl

Awesome RL: Papers, Books, Codes, Benchmarks

arxiv awesome-deep-rl awesome-list awesome-rl deep-learning deep-reinforcement-learning machine-learning notes paper-notes reinforcement-learning

112 stars
16 forks
73 projects

Last updated: 04 Jan 2024

awesome-ml-blogs

Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps

applied-data-science applied-machine-learning blogsite computer-vision data-science deep-learning machine-learning natural-language-processing reinforcement-learning

100 stars
17 forks
95 projects

Last updated: 02 May 2024

SecondaryAwesomeCollection

收集深度学习相关的awesome 资源列表,欢迎补充

autonomous-vehicles awesome awesome-lists computer-vision deep-learning gan mechine-learing nlp reinforcement-learning self-driving-car

97 stars
11 forks
53 projects

Last updated: 08 Dec 2023

awesome-ai-brain-computer-interface

Must-read papers on machine learning, deep learning, reinforcement learning and other learning methods for brain-computer interfaces.

awesome awesome-list awesome-lists awesome-readme bci bci-systems brain-computer-interface deep-learning deep-neural-networks deep-reinforcement-learning

67 stars
3 forks
97 projects

Last updated: 27 Apr 2024

awesome-federated-reinforcement-learning

Publication catalog for research on Federated RL (FRL).

federated-learning federated-reinforcement-learning reinforcement-learning

64 stars
13 forks
36 projects

Last updated: 07 Apr 2024

reinforcement-learning-resources

A curated list of awesome reinforcement courses, video lectures, books, library and many more.

awesome awesome-list awesome-lists data-science indonesia machine machine-intelligence machine-learning reinforcement-learning reinforcement-learning-algorithms

53 stars
25 forks
35 projects

Last updated: 23 Feb 2024

awesome-metarl

A curated list of awesome Meta Reinforcement Learning

awesome meta-learning meta-rl reinforcement-learning reinforcement-meta-learning

27 stars
3 forks
35 projects

Last updated: 21 Jan 2024

awesome-memory-rl

A curated list of awesome memory in reinforcement learning research materials

awesome-list deep-learning memory memory-deep-learning memory-mechanisms memory-reinfocement-learning memory-rl reinforcement-learning

16 stars
3 forks
72 projects

Last updated: 24 Apr 2024

awesome-ai4chem

Awesome AI for chemistry papers

ai-for-science chemistry deep-learning machine-learning neural-network reinforcement-learning

15 stars
1 forks
85 projects

Last updated: 29 Apr 2024

Github-Repositories

My collection of repositories that worth more care.

awesome computer-vision machine-learning nlp reinforcement-learning

6 stars
0 forks
36 projects

Last updated: 25 Nov 2022

awesome-courses

Awesome AI/ML Courses

awesome-list courses data-science deep-learning machine-learning natural-language-processing reinforcement-learning

4 stars
0 forks
50 projects

Last updated: 06 Nov 2023

awesome-list

A list of useful stuff in Machine Learning, Computer Graphics, Software Development, ...

algorithm awesome-list causal-inference computer-graphics computer-vision data-processing data-visualization deep-learning desktop-development devops

3 stars
3 forks
1,345 projects

Last updated: 02 Feb 2023

awesome-safe-marl

A (very subjective) curated list of Safe Multi-agent Reinforcement Learning resources

awesome distributed-control multi-agent-systems reinforcement-learning

1 stars
0 forks
36 projects

Last updated: 20 Apr 2023

Keywords
awesome-list 2,435 awesome 2,222 machine-learning 321 list 294 deep-learning 280 resources 230 hacktoberfest 195 awesome-lists 184 lists 163 python 156 javascript 133 security 118 computer-vision 98 blockchain 98 artificial-intelligence 80 data-science 79 nlp 74 ai 73 react 72 open-source 68 android 65 curated-list 65 tools 65 chatgpt 62 natural-language-processing 59 ios 58 learning 57 ethereum 57 linux 56 awesome-readme 53 devops 53 css 52 papers 50 nodejs 47 reinforcement-learning 46 kubernetes 42 llm 42 robotics 42 computer-science 42 game-development 41 frontend 40 macos 39 awesome-resources 39 bitcoin 38 privacy 38 collection 37 php 37 design 37 golang 37 tutorial 37 cybersecurity 36 deep-neural-networks 36 large-language-models 35 programming 35 openai 35 development 34 datasets 34 java 34 rust 33 swift 32 web 32 cloud 32 cryptocurrency 32 books 32 hacking 32 dataset 31 paper 31 data 31 web3 30 go 30 iot 29 data-visualization 29 opensource 29 security-tools 29 education 29 database 28 vue 27 neural-network 27 tutorials 27 gamedev 27 aws 27 gpt 26 tensorflow 25 smart-contracts 25 html 25 research 24 libraries 24 architecture 24 courses 24 community 24 collections 24 free 24 ruby 23 flutter 23 software 23 docker 23 framework 22 developer-tools 22 gpt-4 22 react-native 21 github 21 typescript 21 solidity 21 game 21 automation 21 paper-list 21 video 21 reactjs 20 documentation 20 gpt-3 20 defi 20 api 20 games 20 audio 19 algorithms 19 music 19 angular 19 testing 19 object-detection 19 links 19 hardware 19 cpp 18 pytorch 18 windows 18 unity 18 awesomeness 18 bioinformatics 18 embedded 18 serverless 18 mobile 17 dotnet 17 cryptography 17 graph-neural-networks 17 computer-graphics 17 ml 17 microsoft 17 federated-learning 17 web-development 17 data-mining 17 productivity 17 survey 17 visualization 17 youtube 17 raspberry-pi 17 hacktoberfest-accepted 17 best-practices 17 infosec 16 csharp 16 git 16 cloud-computing 16 containers 16 awsome 16 segmentation 16 kotlin 16 r 16 startups 16 deeplearning 16 programming-language 16 pentesting 16 azure 15 science 15 markdown 15 knowledge-graph 15 slam 15 penetration-testing 15 time-series 15 interview 15 osint 15 ui 15 awsome-list 14 graph 14 django 14 llms 14 transformer 14 decentralized 14 front-end 14 chinese 14 software-engineering 14 machinelearning 14 self-supervised-learning 14 image-processing 14 language 14 data-analysis 14 graphql 14 website 14 c 14 microservices 14 neural-networks 14 deep-reinforcement-learning 13 webgl 13 ros 13 apple 13 reverse-engineering 13 saas 13 cli 13 vuejs 13 autonomous-driving 13 blogs 13 jobs 13 game-engine 13 coding 13 python3 13 opendata 13 roadmap 13 guidelines 13 chatbot 13 marketing 13 multimodal 13 crypto 13 gis 13 optimization 13 cloud-native 13 speech-recognition 12 podcast 12 statistics 12 sql 12 wordpress 12 startup 12 cms 12 autonomous-vehicles 12 knowledge 12 engineering 12 stable-diffusion 12 mathematics 12 big-data 12 svelte 12 bash 12 finance 12 mysql 12 webassembly 12 data-engineering 12 bugbounty 12 llama 11 gan 11 dapp 11 generative-adversarial-network 11 analytics 11 curated 11 multimodal-deep-learning 11 elasticsearch 11 distributed-systems 11 laravel 11 hacktoberfest2020 11 generative-ai 11 prompt-engineering 11 monitoring 11 pentest 11 diffusion-models 11 code 11 library 11 detection 11 dart 11 microservice 11 malware-analysis 11 bert 11 icons 11 rails 10 evm 10 static-analysis 10 p2p 10 data-structures 10 pwa 10 node 10 wasm 10 recommender-system 10 backend 10 android-development 10 graphics 10 ecommerce 10 model-compression 10 android-library 10 articles 10 automl 10 open-data 10 terminal 10 malware 10 devsecops 10 dotnet-core 10 storage 10 seo 10 point-cloud 10 networking 10 algorithm 10 mlops 10 self-hosted 10 telegram 10 cheatsheet 10 unity3d 10 prompt 10 resource 10 apps 10 unicorns 10 graphics-programming 10 vscode 10 text-mining 10 representation-learning 10 generative-art 10 performance 10 question-answering 10 blog 9 swiftui 9 technology 9 interview-questions 9 pose-estimation 9 guide 9 oss 9 react-components 9 fuzzing 9 design-systems 9 plugins 9 software-development 9 authentication 9 search 9 front-end-development 9 developer 9 databases 9 simulation 9 podcasts 9 js 9 quantization 9 semantic-web 9 planning 9 webpack 9 transfer-learning 9 remote-sensing 9 search-engine 9 movies 9 cross-platform 8 ubuntu 8 vision-and-language 8 ux 8 frameworks 8 foss 8 art 8 json 8 bsd 8 reddit 8 spring-boot 8 book 8 prometheus 8 reading-list 8 geospatial 8 course 8 transformers 8 vr 8 explainable-ai 8 speech-processing 8 classification 8 article 8 indonesia 8 management 8 leadership 8 xcode 8 3d-graphics 8 ctf 8 powershell 8 operating-system 8 projects 8 gpts 8 multimodal-learning 8 quantum-computing 8 cv 8 mac 8 edge-computing 8 postgresql 8 jupyter-notebook 8 nerf 8 creative-coding 8 free-software 8 system-design 8 videos 8 ansible 8 discord 8 infrastructure-as-code 8 erlang 8 korean 8 chatgpt-api 8 neural-architecture-search 8 trading 8 language-model 8 google 8 augmented-reality 8 pruning 8 text-to-image 8 fpga 8 microservices-architecture 8 haskell 8 command-line 8 terraform 8 sentiment-analysis 8 hacktoberfest2021 8 animation 7 paas 7 spark 7 application 7 websites 7 blockchain-technology 7 xai 7 flutter-apps 7 adversarial-machine-learning 7 fairness 7 rest-api 7 wordpress-plugin 7 twitter 7 gaming 7 flask 7 developers 7 interpretability 7 curated-lists 7 k8s 7 open-science 7 bookmarks 7 few-shot-learning 7 flutter-examples 7 ide 7 ros2 7 in-context-learning 7 conferences 7 checklist 7 programming-languages 7 ionic 7 btc 7 fintech 7 reference 7 speech-to-text 7 readme 7 vulnerabilities 7 drug-discovery 7 infrastructure 7 ui-design 7 forensics 7 chinese-translation 7 opengl 7 lightning-network 7 hacking-tools 7 static-site-generator 7 machine-learning-algorithms 7 map 7 maps 7 chemistry 7 3d-vision 7 load-testing 7 gpu 7 arduino 7 yolo 7 adversarial-attacks 7 learning-resources 7 semantic-segmentation 7 healthcare 7 sysadmin 7 distributed-database 7 applications 7 font 7 beginner-friendly 7 bots 7 time-series-analysis 7 speech 7 hosting 7 nosql 7 webcomponents 7 nginx 7 email 7 cvpr 7 conference 7 notes 7 3d 6 apis 6 sora 6 objective-c 6 spring 6 drupal 6 developer-experience 6 contrastive-learning 6 data-analytics 6 benchmark 6 virtual-machine 6 covid-19 6 metadata 6 npm 6 sre 6 research-paper 6 3d-reconstruction 6 malware-research 6 knowledge-base 6 arkit 6 firebase 6 politics 6 unsupervised-learning 6 image 6 redteaming 6 mapping 6 self-driving-car 6 openbsd 6 hacktoberfest2023 6 remote-work 6 reactive-programming 6 workflow 6 design-system 6 image-classification 6 mobile-development 6