Awesome Open Source
Awesome Open Source
Combined Topics
q-learning x
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Applications 📦 192
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Command Line Interface 📦 49
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Companies 📦 60
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Computer Science 📦 80
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Economics 📦 64
Frameworks 📦 215
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The Top 39 Q Learning Open Source Projects

Categories > Machine Learning > Q Learning
Reinforcement Learning With Tensorflow ⭐ 6,561
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Easy Rl ⭐ 2,248
强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/
Basic_reinforcement_learning ⭐ 853
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Gym Anytrading ⭐ 796
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
Hands On Reinforcement Learning With Python ⭐ 685
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Dissecting Reinforcement Learning ⭐ 519
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Reinforcement_learning_tutorial_with_demo ⭐ 480
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..
Arnold ⭐ 460
Arnold - DOOM Agent
Deer ⭐ 457
DEEp Reinforcement learning framework
Awesome Monte Carlo Tree Search Papers ⭐ 410
A curated list of Monte Carlo tree search papers with implementations.
Qtrader ⭐ 368
Reinforcement Learning for Portfolio Management
Tf Rex ⭐ 344
Play Google Chrome's T-rex game with TensorFlow
Trading Bot ⭐ 341
Stock Trading Bot using Deep Q-Learning
Dinoruntutorial ⭐ 292
Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"
Mydeeplearning ⭐ 284
A deep learning library to provide algs in pure Numpy or Tensorflow.
Learningx ⭐ 256
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
Grid_royale ⭐ 254
A life simulation for exploring social dynamics
Deep Rl Trading ⭐ 253
playing idealized trading games with deep reinforcement learning
Data Science Free ⭐ 239
Free Resources For Data Science created by Shubham Kumar
Rl_trading ⭐ 212
An environment to high-frequency trading agents under reinforcement learning
Accel Brain Code ⭐ 186
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.
Deep Math Machine Learning.ai ⭐ 182
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
2048 Deep Reinforcement Learning ⭐ 172
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
Gym Fx ⭐ 164
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
Reinforcement_learning_in_python ⭐ 164
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
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.
Tetris Ai ⭐ 126
A deep reinforcement learning bot that plays tetris
Ctc Executioner ⭐ 123
Master Thesis: Limit order placement with Reinforcement Learning
Micromlp ⭐ 106
A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)
Paddle Rlbooks ⭐ 99
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Grokking Artificial Intelligence Algorithms ⭐ 96
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Rl_ardrone ⭐ 89
Autonomous Navigation of UAV using Reinforcement Learning algorithms.
Drivebot ⭐ 62
tensorflow deep RL for driving a rover around
Dqn ⭐ 53
Implementation of q-learning using TensorFlow
Notebooks ⭐ 53
Some notebooks
Deep_traffic ⭐ 49
MIT DeepTraffic top 2% solution (75.01 mph) 🚗.
Async Deeprl ⭐ 44
Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
Rubiks Cube ⭐ 15
Reinforcement Learning program that looks to be able to quickly learn to solve a Rubik's Cube
Gym Alttp Gridworld ⭐ 14
A gym environment for Stuart Armstrong's model of a treacherous turn.
1-39 of 39 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210