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The Top 483 Q Learning Open Source Projects on Github
Categories
>
Machine Learning
>
Q Learning
Reinforcement Learning With Tensorflow
⭐
5,721
Simple Reinforcement learning tutorials
Reinforcement Learning
⭐
3,220
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Easy Rl
⭐
2,820
强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/
Deep_reinforcement_learning_course
⭐
2,665
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Gym Anytrading
⭐
845
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Basic_reinforcement_learning
⭐
772
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Hands On Reinforcement Learning With Python
⭐
596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Mushroom Rl
⭐
512
Python library for Reinforcement Learning.
Dissecting Reinforcement Learning
⭐
487
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Deer
⭐
462
DEEp Reinforcement learning framework
Awesome Monte Carlo Tree Search Papers
⭐
439
A curated list of Monte Carlo tree search papers with implementations.
Arnold
⭐
421
Arnold - DOOM Agent
Qtrader
⭐
368
Reinforcement Learning for Portfolio Management
Reinforcement_learning_tutorial_with_demo
⭐
357
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..
Tf Rex
⭐
341
Play Google Chrome's T-rex game with TensorFlow
Agentnet
⭐
293
Deep Reinforcement Learning library for humans
Mydeeplearning
⭐
268
A deep learning library to provide algs in pure Numpy or Tensorflow.
Dinoruntutorial
⭐
254
Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"
Marley
⭐
252
A framework for multi-agent reinforcement learning.
Deep Rl Trading
⭐
248
playing idealized trading games with deep reinforcement learning
Data Science Free
⭐
236
Free Resources For Data Science created by Shubham Kumar
Machine Learning Is All You Need
⭐
223
🔥🌟《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!
Learningx
⭐
213
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
Accel Brain Code
⭐
198
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.
Rl_trading
⭐
181
An environment to high-frequency trading agents under reinforcement learning
Deep Qlearning Agent For Traffic Signal Control
⭐
162
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
Gym Fx
⭐
154
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
2048 Deep Reinforcement Learning
⭐
150
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
Tetris Ai
⭐
125
A deep reinforcement learning bot that plays tetris
Reinforcement_learning_in_python
⭐
115
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
Paddle Rlbooks
⭐
108
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Q Gridworld
⭐
107
Demo project using tabular Q-learning algorithm
Ctc Executioner
⭐
97
Master Thesis: Limit order placement with Reinforcement Learning
Deep Reinforcement Learning With Python
⭐
94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Grokking Artificial Intelligence Algorithms
⭐
91
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Trading Bot
⭐
86
Stock Trading Bot using Deep Q-Learning
Chrome Dino Reinforcement Learning
⭐
85
An RL implementation in Keras
Micromlp
⭐
81
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
Deep Q Networks
⭐
63
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
Drivebot
⭐
61
tensorflow deep RL for driving a rover around
Dqn
⭐
56
Implementation of q-learning using TensorFlow
Drl_in_cv
⭐
54
A course on Deep Reinforcement Learning in Computer Vision. Visit Website:
Notebooks
⭐
53
Some notebooks
Rl_ardrone
⭐
51
Autonomous Navigation of UAV using Reinforcement Learning algorithms.
Javascript Set Up
⭐
51
Web dev examples, tricks and more
Java Reinforcement Learning
⭐
50
Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic
Deep_traffic
⭐
49
MIT DeepTraffic top 2% solution (75.01 mph) 🚗.
Reinforcementlearning
⭐
48
Reinforcing Your Learning of Reinforcement Learning
Multiagent Rl
⭐
47
Multiagent reinforcement learning simulation framework - Undergraduate thesis in Mechatronics Engineering at the University of Brasília
Async Deeprl
⭐
44
Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
Async Rl
⭐
44
Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]
Learnsnake
⭐
41
🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)
Rl
⭐
40
Reinforcement Learning Demos
Reinforcement Learning
⭐
39
Personal experiments on Reinforcement Learning
Practical Rl
⭐
39
Reinforcement learning in Julia. Solving OpenAI gym.
Flow
⭐
37
High frequency AI based algorithmic trading module.
Gan Q Learning
⭐
37
Implementation of GAN Q Learning https://arxiv.org/abs/1805.04874
Reinforced Race
⭐
36
A model car learns driving along a track using reinforcement learning
Checkers Reinforcement Learning
⭐
34
A checkers reinforcement learning AI, and all the tools needed to train it.
Q Learning Simple Game
⭐
34
Explorer
⭐
30
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Deep Qlearning Demo Csharp
⭐
30
This demo is a C# port of ConvNetJS RLDemo (https://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html) by Andrej Karpathy
Reinforcement Learning Flappybird
⭐
30
In-browser reinforcement learning for flappy bird 🐦
Qmap
⭐
28
Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks
Tictactoe Reinforcement Learning
⭐
28
Train a tic-tac-toe agent with reinforcement learning.
Flow Shop Scheduling Based On Reinforcement Learning Algorithm
⭐
27
Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm
Intelligent_traffic_lights
⭐
25
Traffic Lights Control with Deep Learning
Reinforcement Learning An Introduction
⭐
25
Kotlin implementation of algorithms, examples, and exercises from the Sutton and Barto: Reinforcement Learning (2nd Edition)
Autoparking
⭐
25
Automatic car parking with reinforcement learning
Drl
⭐
24
A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.
King Pong
⭐
24
Deep Reinforcement Learning Pong Agent, King Pong, he's the best
Deep Reinforcement Learning
⭐
23
A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.
Reinforcementlearning Algotrading
⭐
23
Code for thesis project on applying reinforcement learning to algorithmic trading
Warehouse_robot_path_planning
⭐
22
A multi agent path planning solution under a warehouse scenario using Q learning and transfer learning.🤖️
Cartpole Rl Remote
⭐
22
CartPole game by Reinforcement Learning, a journey from training to inference
Natural Gradient Deep Q Learning
⭐
21
Artificial Intelligence Pac Man
⭐
21
CSE 571 Artificial Intelligence
Grid World Rl
⭐
21
Value iteration, policy iteration, and Q-Learning in a grid-world MDP.
Pacman Ai
⭐
20
A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning
Dom Q Net
⭐
19
Graph-based Deep Q Network for Web Navigation
Rlengine
⭐
19
A simple reinforcement learning simulation engine for OpenAI's gym.
Relearn
⭐
18
A Reinforcement Learning Library for C++11/14
Q_learning_trading
⭐
17
create a learning agent using Q-learning
Artificial Intelligence Assignments
⭐
16
A List of all the Artificial Intelligence Assignment
Tic_tac_toe
⭐
16
Teaching the computer to play Tic Tac Toe using Deep Q Networks
Reinforcementlearning_sutton Barto_solutions
⭐
16
Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
Qbso Fs
⭐
15
Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.
Thesis
⭐
15
Code repository for my thesis on algorithmic trading
Rubiks Cube
⭐
15
Reinforcement Learning program that looks to be able to quickly learn to solve a Rubik's Cube
Rl 2018
⭐
15
Reinforcement Learning at UCLA IPAM RIPS 2018
Reinforcement Learning Market Microstructure
⭐
15
Using Q-learning to better navigate orderbooks.
Gym Alttp Gridworld
⭐
14
A gym environment for Stuart Armstrong's model of a treacherous turn.
Implicit Q Learning
⭐
14
PyTorch implementation of the implicit Q-learning algorithm (IQL)
Cs7641 Assignment4
⭐
14
CS7641 - Machine Learning - Assignment 4 - Markov Decision Processes
Q Learning Conv Net
⭐
14
Q learning AI bot perceiving environment with CNN
Mentalrl
⭐
14
Code for our AAMAS 2020 paper: "A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry".
Aipacman
⭐
13
UC Berkeley Pacman Project
Tic Tac Toe Machine Learning Using Reinforcement Learning
⭐
12
A Python Program to implement Machine Learning for the Game Tic Tac Toe (3x3) using Reinforcement Learning (Q learning technique) and tensorflow.
Vrep Rl Bot
⭐
12
Reinforcement Learning in Vrep
Drone Hover Rl
⭐
12
A hover system for Microsoft AirSim using reinforcement learning (Q-learning and SARSA)
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