0 "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
12,617 stars
2,060 forks
63 projects
Last updated: 27 Nov 2025
awesome-llm-strawberry
A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.
chain-of-thought coding llm mathematics mcts openai-o1 reinforcement-learning strawberry
6,841 stars
375 forks
230 projects
Last updated: 29 Oct 2025
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
6,719 stars
895 forks
480 projects
Last updated: 19 Nov 2025
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
6,336 stars
835 forks
453 projects
Last updated: 19 Nov 2025
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
4,530 stars
499 forks
148 projects
Last updated: 28 Oct 2025
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
4,207 stars
249 forks
257 projects
Last updated: 18 Nov 2025
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
4,174 stars
388 forks
102 projects
Last updated: 29 Oct 2025
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
ai-courses artificial-intelligence deep-learning machine-learning reinforcement-learning
3,033 stars
313 forks
40 projects
Last updated: 23 Nov 2025
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
2,944 stars
673 forks
118 projects
Last updated: 20 Nov 2025
awesome-mlss
🤖 Machine Learning Summer School Guide
artificial-intelligence deep-learning machine-learning reinforcement-learning summer-school summer-schools
2,906 stars
322 forks
65 projects
Last updated: 16 Nov 2025
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking (CTR/CVR prediction), Post Ranking, Relevance, LLM, Reinforcement Learning and so on.
advertising ctr cvr deep-learning recommender-system reinforcement-learning search search-engine
2,195 stars
275 forks
512 projects
Last updated: 15 Nov 2025
Awesome-LLM-Post-training
Awesome Reasoning LLM Tutorial/Survey/Guide
fine large-language-models post-training reasoning reinforcement-learning scaling
2,130 stars
149 forks
206 projects
Last updated: 05 Nov 2025
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
1,585 stars
370 forks
143 projects
Last updated: 08 Nov 2025
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
1,490 stars
221 forks
42 projects
Last updated: 20 Nov 2025
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
1,245 stars
72 forks
424 projects
Last updated: 26 Nov 2025
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
1,235 stars
168 forks
72 projects
Last updated: 24 Oct 2025
awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)
awesome awesome-list off-policy-evaluation offline-rl reinforcement-learning research
1,043 stars
93 forks
1,157 projects
Last updated: 26 Nov 2025
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
1,025 stars
75 forks
172 projects
Last updated: 09 Sep 2025
awesome-game-ai
Awesome Game AI materials of Multi-Agent Reinforcement Learning
ai awesome game-ai imperfect-information-games multi-agent reinforcement-learning
913 stars
109 forks
80 projects
Last updated: 09 Nov 2025
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
889 stars
128 forks
121 projects
Last updated: 19 Nov 2025
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
awesome-list deep-reinforcement-learning deep-rl reinforcement-learning resources
830 stars
79 forks
215 projects
Last updated: 17 Nov 2025
awesome-decision-transformer
A curated list of Decision Transformer resources (continually updated)
awesome awesome-list decision-transformers imitation-learning reinforcement-learning reinforcement-learning-algorithms
830 stars
35 forks
153 projects
Last updated: 13 Nov 2025
awesome-llm-and-aigc
🚀🚀🚀A collection of some awesome public projects about Large Language Model(LLM), Vision Language Model(VLM), Vision Language Action(VLA), AI Generated Content(AIGC), the related Datasets and Applications.
ai4s ai4science aigc awesome-list cuda datasets deepseek gpt langchain llama
777 stars
65 forks
1,402 projects
Last updated: 17 Nov 2025
Awesome-Papers-Autonomous-Agent
A collection of recent papers on building autonomous agent. Two topics included: RL-based / LLM-based agents.
agent artificial-intelligence autonomous-agent awesome-paper-collection large-language-models machine-learning natural-language-processing reinforcement-learning
716 stars
59 forks
109 projects
Last updated: 30 Aug 2025
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
686 stars
76 forks
111 projects
Last updated: 20 Nov 2025
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
576 stars
18 forks
265 projects
Last updated: 08 Nov 2025
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
537 stars
113 forks
274 projects
Last updated: 23 Nov 2025
Awesome-Long-Chain-of-Thought-Reasoning
Latest Advances on Long Chain-of-Thought Reasoning
agent chain-of-thought deepseek-r1 long long-chain-of-thought o1 o3 openai-o1 r1 reasoning
515 stars
25 forks
313 projects
Last updated: 27 Sep 2025
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
490 stars
100 forks
112 projects
Last updated: 21 Nov 2025
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
461 stars
22 forks
71 projects
Last updated: 05 Nov 2025
awesome-legged-locomotion-learning
A curated list of resources relevant to legged locomotion learning of robotics.
awesome locomotion reinforcement-learning robotics
451 stars
46 forks
135 projects
Last updated: 25 Nov 2025
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
431 stars
50 forks
76 projects
Last updated: 10 Nov 2025
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
reinforcement-learning reinforcement-learning-algorithms reinforcementlearning
356 stars
42 forks
149 projects
Last updated: 18 Nov 2025
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
309 stars
84 forks
281 projects
Last updated: 18 Oct 2025
DRL4Recsys
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
awesome-list deep-reinforcement-learning drl drl-papers paper read-papers recommender-system reinforcement-learning
305 stars
61 forks
55 projects
Last updated: 10 Nov 2025
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
283 stars
31 forks
95 projects
Last updated: 04 Nov 2025
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
270 stars
59 forks
51 projects
Last updated: 09 Sep 2025
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
257 stars
40 forks
39 projects
Last updated: 19 Nov 2025
awesome-explainable-reinforcement-learning
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
explainable-reinforcement-learning reinforcement-learning
255 stars
28 forks
127 projects
Last updated: 19 Nov 2025
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
228 stars
46 forks
33 projects
Last updated: 01 Aug 2025
Awesome-LLM-Reasoning-with-NeSy
✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models
artificial-intelligence awesome deepseek-r1 embodied-ai first-order-logic gpt-4o knowledge-graph large-language-models llm-agent logic-programming
212 stars
12 forks
245 projects
Last updated: 26 Nov 2025
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
203 stars
33 forks
258 projects
Last updated: 30 Oct 2025
awesome-rl-for-legged-locomotion
A curated list of awesome material on legged robot locomotion using reinforcement learning (RL) and sim-to-real techniques.
awesome humanoid-robot locomotion quadruped reinforcement-learning
137 stars
11 forks
34 projects
Last updated: 28 Nov 2025
awesome-artificial-intelligence-research
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning
128 stars
14 forks
92 projects
Last updated: 03 Sep 2025
Awesome-Large-Search-Models
Awesome-Large-Search-Models is a collection of papers and resources (Methods, Datasets and other resources) about awesome agentic search (Large search models).
agentic-ai awesome deep-learning large-language-models large-reasoning-models reinforcement-learning reinforcement-learning-algorithms search search-engine survey
119 stars
4 forks
33 projects
Last updated: 15 Sep 2025
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
116 stars
17 forks
73 projects
Last updated: 28 Jun 2025
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
99 stars
11 forks
53 projects
Last updated: 20 Dec 2024
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
97 stars
4 forks
111 projects
Last updated: 31 Oct 2025
Awesome-Causal-Reinforcement-Learning
[TNNLS-2024, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"
casual-inference casual-reinforcement reinforcement-learning
92 stars
3 forks
168 projects
Last updated: 18 Nov 2025
awesome-federated-reinforcement-learning
Publication catalog for research on Federated RL (FRL).
federated-learning federated-reinforcement-learning reinforcement-learning
84 stars
12 forks
36 projects
Last updated: 24 Sep 2025
awesome-ai-papers
This repository is used to collect papers and code in the field of AI.
ai ai-agents algorithms artificial-intelligence awesome-lists computer-vision cv deep-learning diffusion-models gnn
79 stars
6 forks
1,444 projects
Last updated: 17 Nov 2025
awesome-driving-behavior-prediction
A collection of research papers for Driving Behavior Prediction
autonomous-driving awesome awesome-list deep-learning reinforcement-learning
79 stars
4 forks
64 projects
Last updated: 29 Jun 2025
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
71 stars
38 forks
35 projects
Last updated: 16 Nov 2025
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
61 stars
5 forks
45 projects
Last updated: 01 Nov 2025
awesome-offline-to-online-RL-papers
A list of Offline to Online RL papers (continually updated)
deep-reinforcement-learning-papers finetuning offline-online offline-to-online-reinforcement-learning-papers reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-papers
57 stars
0 forks
104 projects
Last updated: 27 Nov 2025
Awesome-Agent-RL
A curated list of awesome resources about reward construction for AI agents. This repository covers cutting-edge research, and practical guides on defining and collecting rewards to build more intelligent and aligned AI agents.
agent agent-training agentic-ai awesome awesome-list llm reinforcement-learning reward-model rl rlvr
49 stars
0 forks
80 projects
Last updated: 28 Oct 2025
Awesome-Multimodal-Reasoning
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models
chain-of-thought cot image-generation image-reasoning image-understanding large-language-models llm lvlm mllm multimodal-learning
43 stars
0 forks
216 projects
Last updated: 01 Nov 2025
awesome-rl-for-agents
A curated list of reinforcement learning (RL) for agents.
agents ai-agent awesome awesome-list reinforcement-learning
40 stars
1 forks
89 projects
Last updated: 06 Nov 2025
awesome-ai4chem
Awesome AI for chemistry papers
ai-for-science chemistry deep-learning machine-learning neural-network reinforcement-learning
40 stars
6 forks
85 projects
Last updated: 20 Nov 2025
awesome-rlvr
A curated list of reinforcement learning with verifiable rewards (continually updated)
38 stars
6 forks
83 projects
Last updated: 12 Nov 2025
allinchatgpt
all in chatgpt,一站式chatgpt资料站,更多的关注ChatGPT+各行业应用。喜欢的,麻烦动动小手点个关注,让我们一起拥抱未来
ai awesome chatgpt deep-learning gpt gpt-3 gpt3-turbo gpt4 nlp openai
36 stars
6 forks
217 projects
Last updated: 20 Dec 2024
awesome-metarl
A curated list of awesome Meta Reinforcement Learning
awesome meta-learning meta-rl reinforcement-learning reinforcement-meta-learning
32 stars
3 forks
35 projects
Last updated: 13 Aug 2025
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
22 stars
3 forks
72 projects
Last updated: 21 Oct 2025
awesome-reinforcement-learning
A curated list of awesome frameworks, libraries, tools, environments, tutorials, research papers, and resources for reinforcement learning (RL). This list covers fundamental concepts, advanced algorithms, applications, and popular frameworks for building RL models.
awesome awesome-list awesome-lists reinforcement-learning
17 stars
1 forks
37 projects
Last updated: 21 Nov 2025
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
15 stars
5 forks
1,345 projects
Last updated: 18 Jun 2025
awesome-rl-reasoning
Awesome-RL-Reasoning
large-language-models llm-reasoning reasoning reinforcement-learning scaling-laws
8 stars
0 forks
67 projects
Last updated: 11 Nov 2025
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: 26 Jan 2025
awesome-causal-ai
A meticulously curated collection of cutting-edge research, frameworks, and methodologies in Causal Artificial Intelligence.
causal-ai causality deep-learning machine-learning reinforcement-learning
3 stars
0 forks
245 projects
Last updated: 05 Oct 2025
awesome-marl-engineering
A (very subjective) curated list of Safe Multi-agent Reinforcement Learning resources
awesome distributed-control multi-agent-systems reinforcement-learning
3 stars
0 forks
36 projects
Last updated: 20 Dec 2024