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Repositories in this selection 29 · UTC 2026-11-03
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1—Eeriklindernoren / ML-From-ScratchMachine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.PythonMIT · PermissiveInsufficient rank history33,2615,537——2023-10-15
2—UUnity-Technologies / ml-agentsThe Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.C#NOASSERTION · Restricted / unknownInsufficient rank history19,8174,515——2026-10-30
3—Mmicrosoft / AirSimOpen source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & ResearchC++NOASSERTION · Restricted / unknownInsufficient rank history18,5954,928——2026-09-15
4—AAI4Finance-Foundation / FinRLFinRL®: Financial Reinforcement Learning. 🔥Jupyter NotebookMIT · PermissiveInsufficient rank history16,9693,625——2026-11-03
5—Ddatawhalechina / easy-rlReinforcement learning Chinese tutorial (mushroom book🍄), online reading address: https://datawhalechina.github.io/easy-rl/Jupyter NotebookNOASSERTION · Restricted / unknownInsufficient rank history14,8632,279——2026-10-23
6—Ccarla-simulator / carlaOpen-source simulator for autonomous driving research.C++MIT · PermissiveInsufficient rank history14,5674,737——2026-11-03
7—Kkmario23 / deep-learning-drizzleDrench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!HTMLUnknown · Restricted / unknownInsufficient rank history12,9762,977——2026-08-22
8—Vvwxyzjn / cleanrlHigh-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)PythonNOASSERTION · Restricted / unknownInsufficient rank history10,6291,194——2026-04-20
9—Llexfridman / mit-deep-learningTutorials, assignments, and competitions for MIT Deep Learning related courses.Jupyter NotebookMIT · PermissiveInsufficient rank history10,4582,195——2024-01-03
10—Eevilsocket / pwnagotchi(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.PythonNOASSERTION · Restricted / unknownInsufficient rank history9,2461,232——2026-08-19
11—MMITDeepLearning / introtodeeplearningLab Materials for MIT 6.S191: Introduction to Deep LearningJupyter NotebookMIT · PermissiveInsufficient rank history8,8574,609——2026-01-04
12—Yyenchenlin / DeepLearningFlappyBirdFlappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).PythonMIT · PermissiveInsufficient rank history6,8282,054——2024-08-07
13—Yyandexdataschool / Practical_RLA course in reinforcement learning in the wildJupyter NotebookUnlicense · PermissiveInsufficient rank history6,6041,807——2026-10-20
14—Uudacity / deep-reinforcement-learningRepo for the Deep Reinforcement Learning Nanodegree programJupyter NotebookMIT · PermissiveInsufficient rank history5,1842,364——2026-07-08
15—Hhuggingface / deep-rl-classThis repo contains the Hugging Face Deep Reinforcement Learning Course.MDXApache-2.0 · PermissiveInsufficient rank history5,087816——2026-10-14
16—Aandri27-ts / Reinforcement-LearningLearn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep LearningJupyter NotebookMIT · PermissiveInsufficient rank history4,749668——2020-06-30
17—Ssweetice / Deep-reinforcement-learning-with-pytorchPyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....PythonMIT · PermissiveInsufficient rank history4,653890——2023-03-24
18—LLLMBook-zh / LLMBook-zh.github.ioAuthors of "Large Language Model": Zhao Xin, Li Junyi, Zhou Kun, Tang Tianyi, Wen JirongPythonUnknown · Restricted / unknownInsufficient rank history4,619358——2025-09-02
19—Oopendilab / awesome-RLHFA curated list of reinforcement learning with human feedback resources (continually updated)UnknownApache-2.0 · PermissiveInsufficient rank history4,439266——2026-05-20
20—Iikostrikov / pytorch-a2c-ppo-acktr-gailPyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).PythonMIT · PermissiveInsufficient rank history3,909840——2022-05-29
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