MorvanZhou / Reinforcement-learning-with-tensorflow Star 8.7k Code Issues Pull requests Simple Reinforcement learning tutorials, 莫?Python 中文AI?? machine-learning tutorial reinforcement-learning q-learning dqn policy-gradient sarsa tensorflow-tutorials a3c deep-q-network ddpg actor-critic asynchronous-advantage-actor-critic double-dqn prioritized-replay sarsa-lambda dueling-dqn deep-deterministic-policy-gradient proximal-policy-optimization ppo Updated Mar 31, 2024 Python
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
sweetice / Deep-reinforcement-learning-with-pytorch Star 3.7k 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
PaddlePaddle / awesome-DeepLearning Star 2.9k Code Issues Pull requests 深度??入??、?深?、特色?、??案例、????案例、深度??知?百科及面???The course, case and knowledge of Deep Learning and AI nlp video reinforcement-learning detection cnn transformer gan dqn classification rnn sarsa segmentation recommender-system bert pose dssm tinybert dynabert Updated May 11, 2024 Jupyter Notebook
philtabor / Youtube-Code-Repository Star 847 Code Issues Pull requests Repository for most of the code from my YouTube channel reinforcement-learning sarsa convolutional-neural-networks monte-carlo-methods qlearning-algorithm Updated Jul 24, 2023 Python
sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python Star 827 Code Issues Pull requests Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients Updated Oct 7, 2020 Jupyter Notebook
omerbsezer / Reinforcement_learning_tutorial_with_demo Star 696 Code Issues Pull requests Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc.. machine-learning tutorial reinforcement-learning deep-reinforcement-learning q-learning pomdps policy-gradient sarsa a3c dynamic-programming imitation-learning dyna td-learning actor-critic meta-learning Updated Jan 22, 2019 Jupyter Notebook
mpatacchiola / dissecting-reinforcement-learning Star 606 Code Issues Pull requests Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog reinforcement-learning genetic-algorithm markov-chain deep-reinforcement-learning q-learning neural-networks mountain-car sarsa multi-armed-bandit inverted-pendulum actor-critic temporal-differencing-learning drone-landing dissecting-reinforcement-learning Updated May 2, 2023 Python
sichkar-valentyn / Reinforcement_Learning_in_Python Star 367 Code Issues Pull requests Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa reinforcement-learning q-learning path-planning rl-agents reinforcement-learning-algorithms sarsa maze-algorithms obstacle-avoidance maze-solver shortest-path rl-playground sarsa-learning sarsa-search rl-emulator rl-environment rl-algorithms rl-experiments rl-qlearning q-learning-vs-sarsa rl-sarsa Updated Apr 25, 2022 Python
Madhu009 / Deep-math-machine-learning.ai Star 198 Code Issues Pull requests A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch. machine-learning natural-language-processing deep-neural-networks tensorflow word2vec linear-regression q-learning neural-networks reinforcement-learning-algorithms sarsa logistic-regression gans support-vector-machines policy-iteration value-iteration gradient-descent-algorithm monte-carlo-methods temporal-differencing-learning general-adversarial-network Updated Mar 15, 2019 Jupyter Notebook
chen0040 / java-reinforcement-learning Star 119 Code Issues Pull requests Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic java reinforcement-learning q-learning sarsa actor-critic sarsa-lambda Updated May 18, 2019 Java
AgentMaker / Paddle-RLBooks Star 117 Code Issues Pull requests Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle. reinforcement-learning q-learning dqn policy-gradient sarsa reinforce ddpg policy-iteration value-iteration sac actor-critic double-dqn paddlepaddle c51 dueling-dqn td3 noisy-dqn nstep-dqn policy-gradient-with-baseline Updated Nov 13, 2021 Python
deepanshut041 / Reinforcement-Learning Star 102 Code Issues Pull requests Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch reinforcement-learning monte-carlo atari2600 deep-reinforcement-learning pytorch dqn sarsa sonic-the-hedgehog vizdoom reinforce ddpg sac t3d actor-critic ddqn ppo a2c policy-gradients Updated Mar 9, 2020 Jupyter Notebook
philtabor / Reinforcement-Learning-In-Motion Star 92 Code Issues Pull requests Code repository for my course on the fundamentals of reinforcement learning reinforcement-learning sarsa dynamic-programming monte-carlo-methods qlearning-algorithm Updated Apr 3, 2019 Python
arnomoonens / yarll Star 83 Code Issues Pull requests Combining deep learning and reinforcement learning. python reinforcement-learning tensorflow deep-reinforcement-learning openai-gym policy-gradient reinforcement-learning-algorithms sarsa a3c soft-actor-critic Updated Oct 14, 2021 Python
LxzGordon / Deep-Reinforcement-Learning-with-pytorch Star 83 Code Issues Pull requests Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO algorithm reinforcement-learning pytorch dqn sarsa a3c ddpg sac actor-critic double-dqn trpo dueling-dqn a2c td3 policy-gradients Updated Mar 1, 2021 Python
Allenpandas / Tutorial4RL Star 77 Code Issues Pull requests Tutorial4RL: Tutorial for Reinforcement Learning. 强化??入??程. tutorial reinforcement-learning qlearning deep-reinforcement-learning dqn policy-gradient sarsa a3c ddpg multi-agent-systems inverse-reinforcement-learning multi-agent-reinforcement-learning reinforcementlearning-tutorial rl-tutorial Updated Mar 27, 2024
marooncn / RL Star 75 Code Issues Pull requests Reinforcement Learning Demos reinforcement-learning deep-reinforcement-learning q-learning vrep sarsa Updated Apr 17, 2019 Python
OneRaynyDay / RLEngine Star 38 Code Issues Pull requests A simple reinforcement learning simulation engine for OpenAI's gym. reinforcement-learning qlearning monte-carlo sarsa td-learning Updated Oct 3, 2018 Python
Rahul-Choudhary-3614 / Deep-Reinforcement-Learning-Notebooks Star 37 Code Issues Pull requests This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms. deep-reinforcement-learning rainbow doom dqn sarsa a3c ddqn ddpg-algorithm ppo a2c prioritized-experience-replay cartpole-v0 noisy-networks soft-actor-critic half-cheetah kungfumaster-v0 ant-v2 reinforce-algorithm Updated Apr 24, 2021 Jupyter Notebook