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
15,289 stars
2,407 forks
71 projects
Last updated: 17 Jul 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
6,893 stars
899 forks
480 projects
Last updated: 01 Jul 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
6,891 stars
370 forks
237 projects
Last updated: 06 Jul 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
6,397 stars
835 forks
463 projects
Last updated: 10 Jun 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
6,219 stars
732 forks
208 projects
Last updated: 05 Jul 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
4,405 stars
254 forks
380 projects
Last updated: 26 Jun 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
4,184 stars
384 forks
102 projects
Last updated: 11 Jul 2026
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
ai-courses artificial-intelligence deep-learning machine-learning reinforcement-learning
3,090 stars
319 forks
40 projects
Last updated: 03 Jul 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
3,008 stars
675 forks
120 projects
Last updated: 12 Jun 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
2,524 stars
288 forks
512 projects
Last updated: 12 Jun 2026
Awesome-LLM-Post-training
Awesome Reasoning LLM Tutorial/Survey/Guide
fine large-language-models post-training reasoning reinforcement-learning scaling
2,469 stars
164 forks
209 projects
Last updated: 08 Jul 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
1,746 stars
395 forks
146 projects
Last updated: 04 Jul 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
1,511 stars
223 forks
42 projects
Last updated: 29 Jun 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
1,455 stars
185 forks
72 projects
Last updated: 09 Jul 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
1,364 stars
78 forks
481 projects
Last updated: 11 Jun 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
1,066 stars
93 forks
1,157 projects
Last updated: 10 Jun 2026
awesome-game-ai
Awesome Game AI materials of Multi-Agent Reinforcement Learning
ai awesome game-ai imperfect-information-games multi-agent reinforcement-learning
970 stars
116 forks
80 projects
Last updated: 30 Jun 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
917 stars
130 forks
121 projects
Last updated: 08 Jun 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
914 stars
41 forks
175 projects
Last updated: 14 Jul 2026
awesome-deep-rl
A curated list of awesome Deep Reinforcement Learning resources.
awesome-list deep-reinforcement-learning deep-rl reinforcement-learning resources
895 stars
87 forks
215 projects
Last updated: 26 Jun 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
811 stars
75 forks
1,402 projects
Last updated: 15 Jul 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
785 stars
0 forks
172 projects
Last updated: 08 Jul 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
748 stars
58 forks
110 projects
Last updated: 05 Jun 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
707 stars
75 forks
113 projects
Last updated: 11 Jun 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
707 stars
26 forks
328 projects
Last updated: 28 Jun 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
643 stars
33 forks
313 projects
Last updated: 07 Jul 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
547 stars
133 forks
496 projects
Last updated: 25 Jun 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
530 stars
109 forks
118 projects
Last updated: 01 Jul 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
520 stars
19 forks
497 projects
Last updated: 14 Jul 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
499 stars
24 forks
72 projects
Last updated: 02 Jul 2026
awesome-legged-locomotion-learning
A curated list of resources relevant to legged locomotion learning of robotics.
awesome locomotion reinforcement-learning robotics
481 stars
46 forks
135 projects
Last updated: 13 Jun 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
459 stars
50 forks
76 projects
Last updated: 07 Jul 2026
awesome-reinforcement-learning-lib
GitHub's code repository is all you need
reinforcement-learning reinforcement-learning-algorithms reinforcementlearning
385 stars
43 forks
149 projects
Last updated: 10 Jul 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
379 stars
54 forks
39 projects
Last updated: 13 Jun 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
365 stars
17 forks
752 projects
Last updated: 30 Jun 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
327 stars
39 forks
95 projects
Last updated: 09 Jun 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
322 stars
84 forks
281 projects
Last updated: 16 Jul 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
310 stars
21 forks
245 projects
Last updated: 20 Jun 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
281 stars
27 forks
127 projects
Last updated: 01 Jul 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
268 stars
58 forks
51 projects
Last updated: 26 Jun 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
49 forks
33 projects
Last updated: 03 Jul 2026
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
222 stars
6 forks
172 projects
Last updated: 11 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
221 stars
11 forks
444 projects
Last updated: 30 Jun 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
206 stars
32 forks
259 projects
Last updated: 01 May 2026
awesome-rlvr
A curated list of reinforcement learning with verifiable rewards (continually updated)
194 stars
17 forks
271 projects
Last updated: 13 Jun 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
193 stars
14 forks
34 projects
Last updated: 25 Jun 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
146 stars
2 forks
218 projects
Last updated: 29 Jun 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
131 stars
14 forks
177 projects
Last updated: 03 Jul 2026
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
120 stars
17 forks
73 projects
Last updated: 02 Jun 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-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
112 stars
4 forks
111 projects
Last updated: 17 Jun 2026
awesome-rl-for-agents
A curated list of reinforcement learning (RL) for agents.
agents ai-agent awesome awesome-list reinforcement-learning
107 stars
4 forks
114 projects
Last updated: 09 Jul 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
101 stars
1 forks
113 projects
Last updated: 09 Jul 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
97 stars
11 forks
53 projects
Last updated: 23 May 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
95 stars
7 forks
1,507 projects
Last updated: 30 Jun 2026
awesome-federated-reinforcement-learning
Publication catalog for research on Federated RL (FRL).
federated-learning federated-reinforcement-learning reinforcement-learning
85 stars
10 forks
36 projects
Last updated: 05 Jan 2026
awesome-driving-behavior-prediction
A collection of research papers for Driving Behavior Prediction
autonomous-driving awesome awesome-list deep-learning reinforcement-learning
83 stars
5 forks
64 projects
Last updated: 27 Apr 2026
Awesome-Multimodal-Reasoning
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal LLMs
chain-of-thought cot image-generation image-reasoning image-understanding large-language-models llm lvlm mllm multimodal-learning
77 stars
6 forks
587 projects
Last updated: 04 Jul 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
40 forks
35 projects
Last updated: 01 Jun 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
65 stars
7 forks
45 projects
Last updated: 13 May 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
59 stars
1 forks
80 projects
Last updated: 01 Apr 2026
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
51 stars
3 forks
37 projects
Last updated: 25 Jun 2026
awesome-ai4chem
Awesome AI for chemistry papers
ai-for-science chemistry deep-learning machine-learning neural-network reinforcement-learning
48 stars
6 forks
85 projects
Last updated: 16 Jun 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-metarl
A curated list of awesome Meta Reinforcement Learning
awesome meta-learning meta-rl reinforcement-learning reinforcement-meta-learning
33 stars
3 forks
35 projects
Last updated: 08 Apr 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
24 stars
3 forks
72 projects
Last updated: 06 May 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
16 stars
1 forks
80 projects
Last updated: 22 Jun 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
14 stars
1 forks
31 projects
Last updated: 20 May 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
13 stars
0 forks
30 projects
Last updated: 25 Jul 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
11 stars
0 forks
42 projects
Last updated: 28 Jun 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
11 stars
0 forks
242 projects
Last updated: 10 Jul 2026
awesome-drl-cloud-scheduling
A curated list of research papers, code, and tools applying deep reinforcement learning (DRL) to cloud/microservice resource scheduling and autoscaling.
aiops autoscaling awesome cloud-scheduling deep-learning deep-reinforcement-learning drl job-scheduling microservice-scheduler multi-access-edge-computing
9 stars
0 forks
222 projects
Last updated: 25 May 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-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-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
3 stars
0 forks
69 projects
Last updated: 25 May 2026
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
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
3 stars
0 forks
341 projects
Last updated: 14 Mar 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
3 stars
0 forks
148 projects
Last updated: 27 Jul 2026