"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
16,621 stars
2,565 forks
81 projects
Last updated: 05 Oct 2026
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
6,933 stars
898 forks
480 projects
Last updated: 17 Sep 2026
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
6,901 stars
368 forks
237 projects
Last updated: 03 Sep 2026
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
6,694 stars
875 forks
258 projects
Last updated: 24 Oct 2026
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
6,426 stars
836 forks
463 projects
Last updated: 16 Sep 2026
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
4,434 stars
263 forks
380 projects
Last updated: 14 Oct 2026
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
4,197 stars
381 forks
102 projects
Last updated: 15 Oct 2026
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
ai-courses artificial-intelligence deep-learning machine-learning reinforcement-learning
3,116 stars
319 forks
40 projects
Last updated: 02 Oct 2026
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
3,028 stars
670 forks
120 projects
Last updated: 24 Sep 2026
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, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).
advertising ctr cvr deep-learning recommender-system reinforcement-learning search search-engine
2,622 stars
299 forks
512 projects
Last updated: 20 Oct 2026
Awesome-LLM-Post-training
Awesome Reasoning LLM Tutorial/Survey/Guide
fine large-language-models post-training reasoning reinforcement-learning scaling
2,565 stars
172 forks
209 projects
Last updated: 30 Sep 2026
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
1,817 stars
397 forks
146 projects
Last updated: 25 Sep 2026
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
1,512 stars
225 forks
42 projects
Last updated: 16 Sep 2026
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
1,497 stars
185 forks
72 projects
Last updated: 27 Sep 2026
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
1,403 stars
81 forks
482 projects
Last updated: 10 Oct 2026
awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)
awesome awesome-list off-policy-evaluation offline-rl reinforcement-learning research
1,078 stars
92 forks
1,157 projects
Last updated: 01 Sep 2026
awesome-game-ai
Awesome Game AI materials of Multi-Agent Reinforcement Learning
ai awesome game-ai imperfect-information-games multi-agent reinforcement-learning
981 stars
119 forks
80 projects
Last updated: 29 Sep 2026
awesome-decision-transformer
A curated list of Decision Transformer resources (continually updated)
awesome awesome-list decision-transformers imitation-learning reinforcement-learning reinforcement-learning-algorithms
918 stars
42 forks
175 projects
Last updated: 16 Oct 2026
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
915 stars
130 forks
153 projects
Last updated: 04 Sep 2026
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
awesome-list deep-reinforcement-learning deep-rl reinforcement-learning resources
903 stars
88 forks
215 projects
Last updated: 14 Oct 2026
awesome-on-policy-distillation
A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models
awesome awesome-list distillation gkd knowledge-distillation llm llm-distillation llm-training minillm on-policy-distillation
857 stars
37 forks
824 projects
Last updated: 30 Sep 2026
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
815 stars
80 forks
1,402 projects
Last updated: 25 Sep 2026
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
800 stars
1 forks
172 projects
Last updated: 09 Oct 2026
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
758 stars
62 forks
110 projects
Last updated: 07 Oct 2026
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
725 stars
25 forks
328 projects
Last updated: 01 Oct 2026
awesome-fly
A curated list of fruit fly connectome projects: MaleCNS, FlyWire, brain simulations, embodied models, games, and research tools.
awesome awesome-list brain-simulation computational-neuroscience connectome connectomics drosophila drosophila-melanogaster embodied-ai fly
718 stars
71 forks
114 projects
Last updated: 20 Oct 2026
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
715 stars
77 forks
113 projects
Last updated: 31 Aug 2026
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
648 stars
33 forks
313 projects
Last updated: 16 Sep 2026
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
552 stars
177 forks
498 projects
Last updated: 24 Sep 2026
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
536 stars
110 forks
118 projects
Last updated: 27 Sep 2026
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
500 stars
24 forks
72 projects
Last updated: 01 Sep 2026
awesome-legged-locomotion-learning
A curated list of resources relevant to legged locomotion learning of robotics.
awesome locomotion reinforcement-learning robotics
490 stars
48 forks
135 projects
Last updated: 26 Sep 2026
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
457 stars
51 forks
76 projects
Last updated: 21 Sep 2026
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
reinforcement-learning reinforcement-learning-algorithms reinforcementlearning
386 stars
43 forks
149 projects
Last updated: 21 Sep 2026
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
378 stars
53 forks
39 projects
Last updated: 03 Oct 2026
awesome-forgetting-in-deep-learning
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
beneficial-forgetting catastrophic-forgetting continual-learning coreset-selection data-free-knolwedge-distillation deep-learning domain-adaptation federated-learning forgetting generative-model
367 stars
18 forks
752 projects
Last updated: 17 Sep 2026
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
343 stars
40 forks
95 projects
Last updated: 23 Sep 2026
awesome-rlvr
A curated list of reinforcement learning with verifiable rewards (continually updated)
329 stars
24 forks
271 projects
Last updated: 29 Sep 2026
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
328 stars
29 forks
245 projects
Last updated: 04 Sep 2026
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
324 stars
83 forks
281 projects
Last updated: 29 Aug 2026
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
306 stars
62 forks
55 projects
Last updated: 22 Jun 2026
awesome-explainable-reinforcement-learning
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
explainable-reinforcement-learning reinforcement-learning
283 stars
25 forks
127 projects
Last updated: 04 Sep 2026
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
267 stars
58 forks
51 projects
Last updated: 20 Jul 2026
Awesome-Embodied-AI
Curated embodied AI list: surveys, VLA models, datasets, simulators, humanoids, robot learning, and safety resources.
awesome-list datasets embodied-ai humanoid-robotics physical-ai reinforcement-learning robot-learning robot-manipulation robotics safety
250 stars
17 forks
453 projects
Last updated: 04 Oct 2026
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
242 stars
48 forks
33 projects
Last updated: 08 Aug 2026
Awesome-Causal-Reinforcement-Learning
[TNNLS-2025, arXiv-2023.2.10] Official repository of "A Survey on Causal Reinforcement Learning"
casual-inference casual-reinforcement reinforcement-learning
229 stars
6 forks
176 projects
Last updated: 23 Sep 2026
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
217 stars
16 forks
34 projects
Last updated: 18 Oct 2026
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
207 stars
33 forks
260 projects
Last updated: 12 Sep 2026
awesome-humanoid-manipulation
A curated list of awesome papers and resources on humanoid manipulation, dexterous manipulation, bimanual dexterous manipulation, in-hand manipulation, and humanlike manipulation.
awesome awesome-list bimanual-manipulation dexterous-grasping dexterous-hand dexterous-manipulation humanlike-manipulation humanoid-manipulation humanoid-robot imitation-learning
163 stars
3 forks
218 projects
Last updated: 30 Sep 2026
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
133 stars
16 forks
218 projects
Last updated: 05 Oct 2026
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
119 stars
17 forks
73 projects
Last updated: 20 Aug 2026
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
113 stars
4 forks
111 projects
Last updated: 15 Sep 2026
awesome-rl-for-agents
A curated list of reinforcement learning (RL) for agents.
agents ai-agent awesome awesome-list reinforcement-learning
113 stars
9 forks
123 projects
Last updated: 14 Sep 2026
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
103 stars
1 forks
113 projects
Last updated: 11 Aug 2026
Awesome-Multimodal-Reasoning
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal LLMs
agent chain-of-thought cot image-generation image-reasoning image-understanding large-language-models llm mllm multimodal-learning
101 stars
10 forks
1,194 projects
Last updated: 22 Sep 2026
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
99 stars
8 forks
1,522 projects
Last updated: 09 Sep 2026
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
96 stars
11 forks
53 projects
Last updated: 19 Jul 2026
awesome-federated-reinforcement-learning
Publication catalog for research on Federated RL (FRL).
federated-learning federated-reinforcement-learning reinforcement-learning
86 stars
10 forks
36 projects
Last updated: 12 Jul 2026
awesome-driving-behavior-prediction
A collection of research papers for Driving Behavior Prediction
autonomous-driving awesome awesome-list deep-learning reinforcement-learning
84 stars
5 forks
64 projects
Last updated: 17 Sep 2026
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
74 stars
38 forks
35 projects
Last updated: 01 Jun 2026
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
61 stars
2 forks
80 projects
Last updated: 09 Aug 2026
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
7 forks
45 projects
Last updated: 15 Aug 2026
awesome-ai4chem
Awesome AI for chemistry papers
ai-for-science chemistry deep-learning machine-learning neural-network reinforcement-learning
49 stars
6 forks
85 projects
Last updated: 29 Aug 2026
awesome-metarl
A curated list of awesome Meta Reinforcement Learning
awesome meta-learning meta-rl reinforcement-learning reinforcement-meta-learning
35 stars
3 forks
35 projects
Last updated: 01 Aug 2026
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
35 stars
6 forks
217 projects
Last updated: 23 Apr 2026
Awesome-LLM-Centric-Molecular-Discovery
[ACL 2026] A collection of AWESOME things about LLM-Centric-Molecular-Discovery
acl awesome awesome-list cheminformatics drug-discovery generation large-language-models llm molecular molecular-discovery
27 stars
2 forks
73 projects
Last updated: 07 Sep 2026
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
23 stars
3 forks
72 projects
Last updated: 11 Aug 2026
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
18 stars
5 forks
1,345 projects
Last updated: 22 Feb 2026
awesome-rl-reasoning
Awesome-RL-Reasoning
large-language-models llm-reasoning reasoning reinforcement-learning scaling-laws
17 stars
1 forks
83 projects
Last updated: 26 Aug 2026
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
17 stars
0 forks
242 projects
Last updated: 31 Aug 2026
Awesome-Robotic-Benchmarks
A curated, domain-organized list of robotics benchmarks—manipulation, locomotion, navigation, HRI, safety, simulation—summarized in concise, comparable tables.
benchmarks embodied-ai hri locomotion manipulation navigation reinforcement-learning robot-learning robotics robotics-benchmarks
16 stars
1 forks
31 projects
Last updated: 31 Aug 2026
awesome-ml-power-systems
A curated collection of papers, datasets, software, benchmarks, and resources at the intersection of machine learning and electric power systems.
artificial-intelligence awesome-list benchmarks control-systems datasets deep-learning energy-systems energy-transition forecasting foundation-models
14 stars
0 forks
51 projects
Last updated: 10 Sep 2026
awesome-latent-refinement
Research on models and agents that improve reasoning and planning through iterative latent computation.
awesome-list deep-learning inference-time-compute latent-representation machine-learning planning reasoning recurrent-models reinforcement-learning transformers
12 stars
0 forks
42 projects
Last updated: 23 Aug 2026
Github-Repositories
My collection of repositories that worth more care.
awesome computer-vision machine-learning nlp reinforcement-learning
7 stars
0 forks
36 projects
Last updated: 14 Dec 2025
awesome-agent-rl-environments
A curated list of training & evaluation environments for LLM/VLM agents (SWE-Gym, GEM, RAGEN, AgentGym, WebArena, OSWorld, ToolBench…). Updated weekly.
agent agent-rl agentic-ai awesome awesome-list benchmark browser-agent computer-use-agent evaluation grpo
7 stars
1 forks
71 projects
Last updated: 11 Sep 2026
awesome-loss-functions
📚 350+ loss functions across 25+ AI subdomains — classification, GANs, diffusion, LLM alignment, RL, contrastive learning, audio, video, time series, and more. Chronologically ordered with paper links, math formulas, and implementations.
awesome awesome-list computer-vision contrastive-learning deep-learning diffusion-models gan generative-models knowledge-distillation llm-alignment
5 stars
1 forks
341 projects
Last updated: 23 Aug 2026
awesome-robotics
A curated list of 170+ robotics frameworks, simulators, tools, and platforms
autonomous-driving autonomous-vehicles awesome awesome-list computer-vision curated-list deep-learning drones gazebo manipulation
5 stars
0 forks
148 projects
Last updated: 28 Sep 2026
awesome-rl-for-video-generation
A curated list of reinforcement learning, preference optimization, and reward-driven post-training and alignment methods for video generation.
awesome awesome-list diffusion-models dpo grpo preference-optimization reinforcement-learning rlhf text-to-video video-generation
4 stars
0 forks
270 projects
Last updated: 07 Oct 2026
awesome-papers
:snowflake: All about my interest Papers and Review :)
attention-mechanism conversational-ai deep-learning deepmind financial-engineering generative-model mathematics meta-learning natural-language-understanding nlp
3 stars
1 forks
85 projects
Last updated: 09 Dec 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