qlearning

There are 2 repositories under qlearning topic.

Reinforcement-Learning
andri27-ts / Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
reinforcement-learning machine-learning artificial-intelligence deep-reinforcement-learning deep-learning policy-gradients evolution-strategies a2c deepmind dqn qlearning ppo
Language:Jupyter Notebook 4387
simoninithomas / Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
a2c actor-critic deep-learning deep-q-learning deep-q-network deep-reinforcement-learning ppo pytorch qlearning tensorflow tensorflow-tutorials unity
Language:Jupyter Notebook 3888
mushroom-rl
MushroomRL / mushroom-rl
Python library for Reinforcement Learning.
atari ddpg deep-learning deep-reinforcement-learning dqn mujoco openai-gym pybullet pytorch qlearning reinforcement-learning rl sac trpo
Language:Python 915
Skylark0924 / Machine-Learning-is-ALL-You-Need
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
deep-reinforcement-learning keras pytorch tensorflow convolutional-neural-networks lstm dqn ddpg actor-critic ppo trpo qlearning logistic-regression support-vector-machine k-nearest-neighbours naive-bayes-classifier decision-trees random-forest gan resnet
Language:Python 411
yandexdataschool / AgentNet
Deep Reinforcement Learning library for humans
reinforcement-learning framework theano lasagne opeani-gym binder qlearning deep-learning deep-neural-networks
Language:Python 299
ivanbelenky / RL
R.L. methods and techniques.
gridworld markov markov-decision-processes q-learning qlearning reinforcement-learning sarsa tabular-methods
Language:Python 199
jczic / MicroMLP
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
micropython neural-network multilayer-perceptron mlp ai deep-learning esp32 lopy wipy hc2 pycom ann artificial-intelligence neurons machine-learning predictive-modeling deeplearning qlearning q-learning
Language:Python 190
Allenpandas / Tutorial4RL
Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.
a3c ddpg deep-reinforcement-learning dqn multi-agent-systems policy-gradient qlearning reinforcement-learning sarsa tutorial reinforcementlearning-tutorial rl-tutorial inverse-reinforcement-learning multi-agent-reinforcement-learning
172
10-OASIS-01 / minrl
MinRL provides clean, minimal implementations of fundamental reinforcement learning algorithms in a customizable GridWorld environment. The project focuses on educational clarity and implementation simplicity while maintaining production-quality code standards.
deepreinforcementlearning gridworld-environment qlearning reinforcement-learning
Language:Python 114
leoll2 / Autoparking
Self parking with reinforcement learning
reinforcement-learning artificial-intelligence neural-networks ai qlearning machine-learning autonomous-car parking
Language:C++ 82
AlirezaShamsoshoara / Multi-Independent-Agent-Reinforcement-Learning-UAV-Autonomous-Spectrum-QLearning
An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning
ai reinforcement-learning marl spectrum uav drone task wildfire qlearning-algorithm qlearning
Language:Python 73
GrosSacASac / JavaScript-Set-Up
Web dev examples, tricks and more
hacktoberfest web html css node xhr socketiyo qlearning styleguide
Language:JavaScript 57
louaaron / GAN-Q-Learning
Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874
qlearning reinforcement-learning deep-learning neural-network generative-adversarial-network gan-dqn
Language:Python 47
Sheng-J / DOM-Q-NET
Graph-based Deep Q Network for Web Navigation
reinforcement-learning graph-neural-networks qlearning dqn-pytorch rainbow-dqn graph-based-learning rl
Language:Python 47
dubezOniner / Deep-QLearning-Demo-csharp
This demo is a C# port of ConvNetJS RLDemo (https://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html) by Andrej Karpathy
ai deep-learning neural-network qlearning reinforcement-learning
Language:C# 46
Ghassen-Chaabouni / machine_learning_games
Set of games and simulations designed to experiment with QLearning, Neuroevolution, and PoseNet.
neuroevolution posenet qlearning unity3d
Language:JavaScript 41
nileshsah / reinforcement-learning-flappybird
In-browser reinforcement learning for flappy bird 🐦
reinforcement-learning qlearning flappy-bird javascript
Language:JavaScript 40
louiskirsch / reinforced-race
A model car learns driving along a track using reinforcement learning
reinforcement-learning reinforcement-learning-algorithms car unity driver qlearning game
Language:Python 39
wumo / Reinforcement-Learning-An-Introduction
Kotlin implementation of algorithms, examples, and exercises from the Sutton and Barto: Reinforcement Learning (2nd Edition)
reinforcement-learning kotlin sarsa dyna qlearning
Language:Kotlin 39
zmaqutu / 3D-Pathfinding-Visualizer
This is a three dimensional pathfinding algorithm visualizer project.
threejs react-three-fiber reactjs algorithms pathfinding javascript dijkstra-algorithm breadth-first-search tweenjs webgl graph-algorithms shortest-path-algorithm machine-learning-algorithms qlearning machine-learning-visualization algorithm-visualisation reinforcement-learning
Language:JavaScript 39
OneRaynyDay / RLEngine
A simple reinforcement learning simulation engine for OpenAI's gym.
reinforcement-learning monte-carlo td-learning sarsa qlearning
Language:Python 38
blavad / marl
Multi-agent reinforcement learning framework
marl multi-agent-reinforcement-learning deep-reinforcement-learning dqn-pytorch actor-critic ddpg-pytorch qlearning
Language:Python 35
michaeltinsley / Gridworld-with-Q-Learning-Reinforcement-Learning-
Jupyter notebook containing a solution to Sutton and Barto's gridworld problem with both a random agent and a Q-learning agent.
gridwold reinforcement-learning qlearning sutton barto
Language:Jupyter Notebook 33
faturita / python-scientific
Quick guide and tutorial to scientific data python programming
python anaconda data-science qlearning opencv-python keras mne-python
Language:Jupyter Notebook 32
kevin-hanselman / grid-world-rl
Value iteration, policy iteration, and Q-Learning in a grid-world MDP.
reinforcement-learning gridworld qlearning markov-decision-processes
Language:Python 28
yudhisteer / Reinforcement-Learning-for-Supply-Chain-Management
The goal of the project was to design the logistic model of autonomous robots that would supply garment parts from the Cutting Dept to the Makeup Dept in the shortest time possible and using the most optimized path.
reinforcement-learning optmization warehouse-management-system process qlearning markov-decision-processes
Language:Python 26
hypnosapos / cartpole-rl-remote
CartPole game by Reinforcement Learning, a journey from training to inference
machine-learning keras-neural-networks tensorflow seldon kubeflow cartpole artificial-intelligence reinforcement-learning keras polyaxon pytorch seldon-core qlearning mlops mlflow kubernetes-cluster
Language:Python 25
zeynepCankara / Cliff-Walking-Solution
Q-learning and SARSA algorithms from Sutton's Reinforcement Learning book.
sutton-gridworld qlearning sarsa reinforcement-learning sutton-book
Language:Python 21
matteocourthoud / Algorithmic-Collusion-Replication
Replication of "Artificial Intelligence, Algorithmic Pricing, and Collusion" by Calvano, Calzolari, Denicolò, Pastorello (2020) in Python, Matlab and Julia.
julia python matlab algorithms collusion qlearning
Language:MATLAB 20
rachelbeal / FasTack
FasTack can be used to optimize sailboat routes based on wind data using reinforcement learning with value iteration and value iteration with Q-learning.
reinforcement-learning qlearning sailing
Language:Jupyter Notebook 20
DragonWarrior15 / snake-rl
Snake using RL
dqn snake-game reinforcement-learning qlearning keras convolutional-neural-networks python deep-learning-tutorial deep-q-network visualization
Language:Python 19
raklokesh / ReinforcementLearning_Sutton-Barto_Solutions
Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
reinforcement-learning sutton-book bandit-algorithm sutton-gambler sutton-gridworld blackjack-montecarlo maximization-bias batch-update sarsa qlearning infinite-variance dynaq gradient-descent rl-sutton semi-gradient-sarsa mountain-car short-corridor optimal-policy feature-engineering
Language:Python 19
Suman7495 / rl-botics
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
reinforcement-learning robotics reinforcement-learning-algorithms trpo policy-gradient rl machine-learning machine-learning-algorithms deep-learning deep-reinforcement-learning deep-q-learning ddpg openai-gym openai robots ppo qlearning machinelearning keras tensorflow
Language:Python 19
omaraflak / Reinforcement-Learning-CPP
Reinforcement Learning algorithm from scratch in C++.
reinforcement-learning from-scratch cpp neural-network qlearning
Language:C++ 18
tj27-vkr / Q-learning-conv-net
Q learning AI bot perceiving environment with CNN
qlearning ai neural-network game-bot machine-learning
Language:Python 18
rl_with_jax
gebob19 / rl_with_jax
clear single-file JAX implementations of common RL algorithms
a2c ant bipedal cheeta ddpg dqn gym jax naturalgrad pendulum pong ppo qlearning reinforce reinforcement-learning secondorder td3 trpo
Language:Python 17

qlearning

andri27-ts / Reinforcement-Learning

simoninithomas / Deep_reinforcement_learning_Course

MushroomRL / mushroom-rl

Skylark0924 / Machine-Learning-is-ALL-You-Need

yandexdataschool / AgentNet

ivanbelenky / RL

jczic / MicroMLP

Allenpandas / Tutorial4RL

10-OASIS-01 / minrl

leoll2 / Autoparking

AlirezaShamsoshoara / Multi-Independent-Agent-Reinforcement-Learning-UAV-Autonomous-Spectrum-QLearning

GrosSacASac / JavaScript-Set-Up

louaaron / GAN-Q-Learning

Sheng-J / DOM-Q-NET

dubezOniner / Deep-QLearning-Demo-csharp

Ghassen-Chaabouni / machine_learning_games

nileshsah / reinforcement-learning-flappybird

louiskirsch / reinforced-race

wumo / Reinforcement-Learning-An-Introduction

zmaqutu / 3D-Pathfinding-Visualizer

OneRaynyDay / RLEngine

blavad / marl

michaeltinsley / Gridworld-with-Q-Learning-Reinforcement-Learning-

faturita / python-scientific

kevin-hanselman / grid-world-rl

yudhisteer / Reinforcement-Learning-for-Supply-Chain-Management

hypnosapos / cartpole-rl-remote

zeynepCankara / Cliff-Walking-Solution

matteocourthoud / Algorithmic-Collusion-Replication

rachelbeal / FasTack

DragonWarrior15 / snake-rl

raklokesh / ReinforcementLearning_Sutton-Barto_Solutions

Suman7495 / rl-botics

omaraflak / Reinforcement-Learning-CPP

tj27-vkr / Q-learning-conv-net

gebob19 / rl_with_jax