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"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

10,952 stars
1,836 forks
168 projects

Last updated: 13 Nov 2024

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

6,345 stars
353 forks
152 projects

Last updated: 03 Feb 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

6,012 stars
818 forks
453 projects

Last updated: 19 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

5,522 stars
821 forks
480 projects

Last updated: 18 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

3,985 stars
382 forks
102 projects

Last updated: 21 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

3,492 stars
423 forks
138 projects

Last updated: 30 Oct 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

2,863 stars
825 forks
143 projects

Last updated: 06 Jun 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

2,840 stars
183 forks
215 projects

Last updated: 22 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

2,826 stars
664 forks
117 projects

Last updated: 19 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

2,586 stars
270 forks
40 projects

Last updated: 19 May 2024

Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising

Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.

advertising ctr cvr deep-learning recommender-system reinforcement-learning search search-engine

1,444 stars
225 forks
410 projects

Last updated: 29 Oct 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

1,294 stars
320 forks
141 projects

Last updated: 29 Oct 2024

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

911 stars
149 forks
72 projects

Last updated: 21 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

864 stars
82 forks
1,157 projects

Last updated: 15 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

735 stars
39 forks
394 projects

Last updated: 23 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

727 stars
60 forks
154 projects

Last updated: 05 Nov 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

716 stars
123 forks
121 projects

Last updated: 15 May 2024

awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning

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

696 stars
95 forks
80 projects

Last updated: 18 May 2024

awesome-deep-rl

A curated list of awesome Deep Reinforcement Learning resources.

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

676 stars
71 forks
207 projects

Last updated: 29 Oct 2024

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

634 stars
56 forks
109 projects

Last updated: 24 Jan 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

603 stars
70 forks
111 projects

Last updated: 19 May 2024

awesome-decision-transformer

A curated list of Decision Transformer resources (continually updated)

awesome awesome-list decision-transformers imitation-learning reinforcement-learning reinforcement-learning-algorithms

579 stars
21 forks
149 projects

Last updated: 02 Jun 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

444 stars
83 forks
269 projects

Last updated: 06 Jun 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

439 stars
98 forks
106 projects

Last updated: 10 Dec 2024

awesome-legged-locomotion-learning

A curated list of resources relevant to legged locomotion learning of robotics.

awesome locomotion reinforcement-learning robotics

372 stars
39 forks
135 projects

Last updated: 30 Jan 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

310 stars
38 forks
76 projects

Last updated: 07 Apr 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

301 stars
7 forks
246 projects

Last updated: 19 May 2024

awesome-reinforcement-learning-lib

GitHub's code repository is all you need

reinforcement-learning reinforcement-learning-algorithms reinforcementlearning

294 stars
36 forks
149 projects

Last updated: 17 May 2024

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

283 stars
59 forks
55 projects

Last updated: 04 Jun 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

274 stars
81 forks
281 projects

Last updated: 29 Jan 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

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-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

204 stars
42 forks
33 projects

Last updated: 18 May 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

193 stars
31 forks
257 projects

Last updated: 19 May 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

178 stars
19 forks
92 projects

Last updated: 26 Jan 2025

awesome-explainable-reinforcement-learning

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

explainable-reinforcement-learning reinforcement-learning

172 stars
18 forks
127 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-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

113 stars
15 forks
92 projects

Last updated: 28 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

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-driving-behavior-prediction

A collection of research papers for Driving Behavior Prediction

autonomous-driving awesome awesome-list deep-learning reinforcement-learning

77 stars
4 forks
64 projects

Last updated: 17 Jan 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

67 stars
3 forks
111 projects

Last updated: 15 May 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

54 stars
26 forks
35 projects

Last updated: 21 May 2024

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

48 stars
5 forks
1,279 projects

Last updated: 18 Jan 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

29 stars
3 forks
35 projects

Last updated: 23 Dec 2024

Awesome-Neuro-Symbolic-Learning-with-LLM

✨✨Latest Advances on Neuro-Symbolic Learning in the era of Large Language Models

artificial-intelligence awesome embodied-ai first-order-logic gpt-4o knowledge-graph large-language-models llm-agent logic-programming machine-learning

28 stars
1 forks
227 projects

Last updated: 28 Jan 2025

awesome-ai4chem

Awesome AI for chemistry papers

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

24 stars
2 forks
85 projects

Last updated: 07 Jan 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

18 stars
3 forks
72 projects

Last updated: 15 Jul 2024

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

11 stars
4 forks
1,345 projects

Last updated: 24 Mar 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
1 forks
50 projects

Last updated: 06 Nov 2023

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

2 stars
0 forks
37 projects

Last updated: 11 Jan 2025

awesome-marl-engineering

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: 24 Jul 2024

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leetcode 9 time-series-analysis 9 news 9 benchmark 9 android-application 9 fairness 9 math 9 ionic 9 malware 9 webcomponents 9 semantic-web 9 book 9 flutter-apps 9 management 9 augmented-reality 9 npm 9 websites 9 in-context-learning 9 ide 9 erlang 9 yolo 9 vulnerabilities 8 xai 8 software-architecture 8 adversarial-attacks 8 drug-discovery 8 webapp 8 ros2 8 exploit 8 interview-preparation 8 devops-tools 8 functional-programming 8 profile 8 earth-observation 8 flutter-examples 8 static-site-generator 8 redux 8 cncf 8 chemistry 8 neuroscience 8 minecraft 8 embedded-systems 8 chinese-translation 8 reasoning 8 rag 8 twitter 8 ubuntu 8 bots 8 paperlist 8 shell 8 healthcare 8 threat-intelligence 8 neural-architecture-search 8 leadership 8 engine 8 bsd 8 anime 8 dfir 8 adversarial-machine-learning 8