qlearning

🌟《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!

qlearning random-forest tensorflow keras deep-reinforcement-learning pytorch lstm gan dqn naive-bayes-classifier logistic-regression resnet convolutional-neural-networks support-vector-machine decision-trees ddpg k-nearest-neighbours actor-critic trpo ppo

Updated Apr 13, 2022
Python

jczic / MicroMLP

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A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

machine-learning qlearning ai deep-learning neural-network micropython esp32 q-learning artificial-intelligence neurons deeplearning mlp predictive-modeling ann lopy wipy pycom multilayer-perceptron hc2

Updated Dec 23, 2020
Python

GrosSacASac / JavaScript-Set-Up

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Web dev examples, tricks and more

css html xhr styleguide node web qlearning hacktoberfest socketiyo

Updated Feb 15, 2022
JavaScript

nileshsah / reinforcement-learning-flappybird

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In-browser reinforcement learning for flappy bird 🐦

javascript reinforcement-learning qlearning flappy-bird

Updated Sep 23, 2018
JavaScript

louaaron / GAN-Q-Learning

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Unofficial Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874

reinforcement-learning qlearning deep-learning neural-network generative-adversarial-network gan-dqn

Updated Jan 21, 2021
Python

OneRaynyDay / RLEngine

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A simple reinforcement learning simulation engine for OpenAI's gym.

reinforcement-learning qlearning monte-carlo sarsa td-learning

Updated Oct 3, 2018
Python

louiskirsch / reinforced-race

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A model car learns driving along a track using reinforcement learning

game car reinforcement-learning qlearning unity driver reinforcement-learning-algorithms

Updated May 12, 2017
Python

leoll2 / Autoparking

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Self parking with reinforcement learning

machine-learning reinforcement-learning qlearning ai artificial-intelligence parking neural-networks autonomous-car

Updated Feb 28, 2021
C++

dubezOniner / Deep-QLearning-Demo-csharp

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This demo is a C# port of ConvNetJS RLDemo (https://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html) by Andrej Karpathy

reinforcement-learning qlearning ai deep-learning neural-network

Updated Mar 10, 2017
C#

Sheng-J / DOM-Q-NET

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Graph-based Deep Q Network for Web Navigation

reinforcement-learning qlearning rl graph-based-learning graph-neural-networks rainbow-dqn dqn-pytorch

Updated Jul 8, 2019
Python

wumo / Reinforcement-Learning-An-Introduction

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Kotlin implementation of algorithms, examples, and exercises from the Sutton and Barto: Reinforcement Learning (2nd Edition)

kotlin reinforcement-learning qlearning sarsa dyna

Updated Apr 18, 2021
Kotlin

hypnosapos / cartpole-rl-remote

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CartPole game by Reinforcement Learning, a journey from training to inference

machine-learning reinforcement-learning qlearning tensorflow keras kubernetes-cluster pytorch artificial-intelligence cartpole keras-neural-networks seldon polyaxon kubeflow seldon-core mlops mlflow

Updated Apr 1, 2022
Python

kevin-hanselman / grid-world-rl

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Value iteration, policy iteration, and Q-Learning in a grid-world MDP.

reinforcement-learning qlearning gridworld markov-decision-processes

Updated Apr 22, 2018
Python

raklokesh / ReinforcementLearning_Sutton-Barto_Solutions

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Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto

reinforcement-learning qlearning mountain-car sarsa gradient-descent feature-engineering bandit-algorithm sutton-gambler sutton-book dynaq sutton-gridworld blackjack-montecarlo batch-update maximization-bias infinite-variance rl-sutton semi-gradient-sarsa short-corridor optimal-policy

Updated Jul 16, 2019
Python

rachelbeal / FasTack

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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

Updated Sep 15, 2020
Jupyter Notebook

blavad / marl

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Multi-agent reinforcement learning framework

qlearning deep-reinforcement-learning actor-critic multi-agent-reinforcement-learning marl dqn-pytorch ddpg-pytorch

Updated Aug 13, 2020
Python

Suman7495 / rl-botics

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Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

machine-learning reinforcement-learning qlearning deep-learning robotics tensorflow machine-learning-algorithms keras deep-reinforcement-learning openai-gym robots openai policy-gradient reinforcement-learning-algorithms rl machinelearning ddpg deep-q-learning trpo ppo

Updated Aug 16, 2019
Python

idsc-frazzoli / subare

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reinforcement learning algorithms from the book by Sutton and Barto

reinforcement-learning qlearning monte-carlo sarsa dynamic-programming nstep-sarsa true-online-sarsa

Updated Feb 27, 2021
Java

Chudleyj / Thesis

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Code repository for my thesis on algorithmic trading

javascript reinforcement-learning qlearning neural-network linear-regression cpp14 python3 algorithmic-trading psychjs

Updated Sep 20, 2019
JavaScript

tj27-vkr / Q-learning-conv-net

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Q learning AI bot perceiving environment with CNN

machine-learning qlearning ai neural-network game-bot

Updated Jun 3, 2017
Python

const-i / snake_01

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Snake AI, Genetic Algorithm, Rust

rust demo qlearning genetic-algorithm q-learning pathfinding a-star snake

Updated May 14, 2020
Rust

jpypi / othello-rl

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Othello reinforcement learning game playing engine

board-game machine-learning reinforcement-learning qlearning ai neural-network othello

Updated Jun 30, 2016
Python

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

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Jupyter notebook containing a solution to Sutton and Barto's gridworld problem with both a random agent and a Q-learning agent.

reinforcement-learning qlearning sutton barto gridwold

Updated Feb 23, 2018
Jupyter Notebook

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

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An Autonomous Spectrum Management Scheme for Unmanned Aerial Vehicle Networks in Disaster Relief Operations using Multi Independent Agent Reinforcement Learning

spectrum task reinforcement-learning qlearning ai uav drone wildfire qlearning-algorithm marl

Updated Jan 11, 2021
Python

zmaqutu / 3D-Pathfinding-Visualizer

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This is a three dimensional pathfinding algorithm visualizer project.

javascript webgl threejs reinforcement-learning qlearning algorithms graph-algorithms reactjs machine-learning-algorithms pathfinding breadth-first-search dijkstra-algorithm tweenjs algorithm-visualisation machine-learning-visualization shortest-path-algorithm react-three-fiber

Updated Jan 20, 2022
JavaScript

MetlHedd / godot-qlearning

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Godot Q-Learning algorithm implementation.

game reinforcement-learning qlearning maze godot reinforcement-learning-algorithms qtable

Updated May 12, 2020
GDScript

Here are 314 public repositories matching this topic...

andri27-ts / Reinforcement-Learning

simoninithomas / Deep_reinforcement_learning_Course

MushroomRL / mushroom-rl

yandexdataschool / AgentNet

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

jczic / MicroMLP

GrosSacASac / JavaScript-Set-Up

nileshsah / reinforcement-learning-flappybird

louaaron / GAN-Q-Learning

OneRaynyDay / RLEngine

louiskirsch / reinforced-race

leoll2 / Autoparking

dubezOniner / Deep-QLearning-Demo-csharp

Sheng-J / DOM-Q-NET

wumo / Reinforcement-Learning-An-Introduction

hypnosapos / cartpole-rl-remote

kevin-hanselman / grid-world-rl

raklokesh / ReinforcementLearning_Sutton-Barto_Solutions

rachelbeal / FasTack

blavad / marl

Suman7495 / rl-botics

idsc-frazzoli / subare

Chudleyj / Thesis

tj27-vkr / Q-learning-conv-net

const-i / snake_01

jpypi / othello-rl

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

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

zmaqutu / 3D-Pathfinding-Visualizer

MetlHedd / godot-qlearning

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