eriklindernoren / ML-From-Scratch Star 23.2k Code Issues Pull requests Machine 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. data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch Updated Oct 15, 2023 Python
Unity-Technologies / ml-agents Star 16.4k Code Issues Pull requests The 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. machine-learning reinforcement-learning deep-learning unity unity3d deep-reinforcement-learning neural-networks Updated May 8, 2024 C#
microsoft / AirSim Star 15.9k Code Issues Pull requests Discussions Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research simulator research ai computer-vision cross-platform deep-reinforcement-learning artificial-intelligence pixhawk self-driving-car unreal-engine drones deeplearning control-systems platform-independent autonomous-quadcoptor autonomous-vehicles airsim Updated Apr 11, 2024 C++
kmario23 / deep-learning-drizzle Star 11.8k Code Issues Pull requests Discussions Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization probability deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition geometric-deep-learning explainable-ai graph-neural-networks Updated Feb 2, 2024 HTML
carla-simulator / carla Sponsor Star 10.6k Code Issues Pull requests Discussions Open-source simulator for autonomous driving research. simulator research ai computer-vision deep-learning cross-platform deep-reinforcement-learning artificial-intelligence ros self-driving-car ue4 autonomous-driving autonomous-vehicles imitation-learning unreal-engine-4 carla carla-simulator Updated May 13, 2024 C++
lexfridman / mit-deep-learning Star 10k Code Issues Pull requests Tutorials, assignments, and competitions for MIT Deep Learning related courses. data-science machine-learning mit deep-learning tensorflow deep-reinforcement-learning artificial-intelligence neural-networks segmentation tensorflow-tutorials deeplearning jupyter-notebooks self-driving-cars deep-rl Updated Jan 3, 2024 Jupyter Notebook
AI4Finance-Foundation / FinRL Star 9.2k Code Issues Pull requests Discussions FinRL: Financial Reinforcement Learning. ?? finance deep-reinforcement-learning openai-gym fintech algorithmic-trading stock-trading multi-agent-learning stock-markets pythorch tensorflow2 drl-trading-agents drl-algorithms drl-framework trading-tasks Updated May 13, 2024 Jupyter Notebook
datawhalechina / easy-rl Star 8.3k Code Issues Pull requests 强化??中文?程(?????),在???地址: https://datawhalechina.github.io/easy-rl/ reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl Updated Mar 19, 2024 Jupyter Notebook
google / trax Star 8k Code Issues Pull requests Trax ? Deep Learning with Clear Code and Speed machine-learning reinforcement-learning deep-learning numpy deep-reinforcement-learning transformer jax Updated Feb 1, 2024 Python
evilsocket / pwnagotchi Sponsor Star 7.2k Code Issues Pull requests (?■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning. ai deep-learning deep-reinforcement-learning wpa-psk bettercap deep-neural-network handshakes Updated Apr 1, 2024 JavaScript
aamini / introtodeeplearning Star 6.9k Code Issues Pull requests Lab Materials for MIT 6.S191: Introduction to Deep Learning mit computer-vision deep-learning tensorflow deep-reinforcement-learning neural-networks tensorflow-tutorials deeplearning jupyter-notebooks music-generation algorithmic-bias Updated Feb 26, 2024 Jupyter Notebook
yenchenlin / DeepLearningFlappyBird Star 6.6k Code Issues Pull requests Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning). game deep-learning deep-reinforcement-learning Updated Apr 1, 2024 Python
yandexdataschool / Practical_RL Star 5.8k Code Issues Pull requests A course in reinforcement learning in the wild reinforcement-learning deep-learning course-materials mooc tensorflow keras deep-reinforcement-learning pytorch hacktoberfest git-course pytorch-tutorials Updated May 12, 2024 Jupyter Notebook
udacity / deep-reinforcement-learning Star 4.8k Code Issues Pull requests Repo for the Deep Reinforcement Learning Nanodegree program reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms Updated Nov 16, 2023 Jupyter Notebook
vwxyzjn / cleanrl Star 4.5k Code Issues Pull requests Discussions High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG) python machine-learning reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym atari actor-critic ale proximal-policy-optimization ppo advantage-actor-critic a2c wandb phasic-policy-gradient Updated Apr 25, 2024 Python
andri27-ts / Reinforcement-Learning Star 4.1k Code Issues Pull requests Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning machine-learning reinforcement-learning qlearning deep-learning deep-reinforcement-learning artificial-intelligence dqn deepmind evolution-strategies ppo a2c policy-gradients Updated Jun 30, 2020 Jupyter Notebook
simoninithomas / Deep_reinforcement_learning_Course Star 3.7k Code Issues Pull requests Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch qlearning deep-learning unity tensorflow deep-reinforcement-learning pytorch tensorflow-tutorials deep-q-network actor-critic deep-q-learning ppo a2c Updated May 2, 2023 Jupyter Notebook
huggingface / deep-rl-class Star 3.6k Code Issues Pull requests This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course. reinforcement-learning deep-learning deep-reinforcement-learning reinforcement-learning-excercises Updated May 7, 2024 MDX
sweetice / Deep-reinforcement-learning-with-pytorch Star 3.6k Code Issues Pull requests PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and .... algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3 Updated Mar 24, 2023 Python
ikostrikov / pytorch-a2c-ppo-acktr-gail Star 3.5k Code Issues Pull requests Discussions PyTorch 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). reinforcement-learning deep-learning deep-reinforcement-learning pytorch atari hessian second-order continuous-control actor-critic ale mujoco proximal-policy-optimization ppo advantage-actor-critic a2c acktr natural-gradients roboschool kfac kronecker-factored-approximation Updated May 29, 2022 Python