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-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-deep-rl
For deep RL and the future of AI.
aaai aamas agi aistats artificial-general-intelligence deep-reinforcement-learning distributional exploration-exploitation game hierarchical-reinforcement-learning
1,374 stars
216 forks
42 projects
Last updated: 30 Apr 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
LiDAR-Guide
LiDAR Guide
augmented-reality augmented-reality-applications awesome awesome-list awesome-resources deep-learning deep-neural-networks deep-reinforcement-learning image-processing lidar
57 stars
8 forks
176 projects
Last updated: 29 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-multi-agent
A curated list of awesome multi-agent learning papers
awesome awesome-list communication imitation-learning inverse-reinforcement-learning multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning
39 stars
3 forks
45 projects
Last updated: 09 Apr 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