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92 search results found

Reinforcement Learning With Tensorflow ⭐ 8,174

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Gym Anytrading ⭐ 1,751

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Dissecting Reinforcement Learning ⭐ 585

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Awesome Monte Carlo Tree Search Papers ⭐ 537

A curated list of Monte Carlo tree search papers with implementations.

DEEp Reinforcement learning framework

Qtrader ⭐ 442

Reinforcement Learning for Portfolio Management

Arnold - DOOM Agent

Machine Learning Is All You Need ⭐ 337

🔥🌟《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!

Agentnet ⭐ 293

Deep Reinforcement Learning library for humans

Accel Brain Code ⭐ 289

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 proces

Mydeeplearning ⭐ 268

A deep learning library to provide algs in pure Numpy or Tensorflow.

A framework for multi-agent reinforcement learning.

Q Transformer ⭐ 253

Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

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

Rl_trading ⭐ 181

An environment to high-frequency trading agents under reinforcement learning

Implicit Language Q Learning ⭐ 153

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Llama Qrlhf ⭐ 137

Implementation of the Llama architecture with RLHF + Q-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.

Grokking Artificial Intelligence Algorithms ⭐ 91

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

Micromlp ⭐ 81

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

Explorer ⭐ 68

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Drivebot ⭐ 61

tensorflow deep RL for driving a rover around

Implementation of q-learning using TensorFlow

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]

Intelligent_traffic_lights ⭐ 41

Traffic Lights Control with Deep Learning

Reinforcement Learning Demos

High frequency AI based algorithmic trading module.

Checkers Reinforcement Learning ⭐ 34

A checkers reinforcement learning AI, and all the tools needed to train it.

Shapley Q Learning ⭐ 30

This repo is the implementation of paper ''SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning''.

Tictactoe Reinforcement Learning ⭐ 28

Train a tic-tac-toe agent with reinforcement learning.

Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks

Fuzzy Q Learning ⭐ 28

A Python implementation of Fuzzy Q-Learning (FQL) for any controllers with continues states

Flow Shop Scheduling Based On Reinforcement Learning Algorithm ⭐ 27

Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm

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

Cartpole Rl Remote ⭐ 22

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

Artificial Intelligence Pac Man ⭐ 21

CSE 571 Artificial Intelligence

Pacman Ai ⭐ 20

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

Rlengine ⭐ 19

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

Dom Q Net ⭐ 19

Graph-based Deep Q Network for Web Navigation

Q Learning Taxi V3 ⭐ 18

Simple q-learning implementation for taxi-v3 environment of Open AI gym.

Python Scientific ⭐ 17

Quick guide and tutorial to scientific data python programming

Tic_tac_toe ⭐ 16

Teaching the computer to play Tic Tac Toe using Deep Q Networks

Markovsoccergame ⭐ 16

Implementing different learning algorithms and analyzing their performance in a Markov game model called the Soccer Game

Implicit Q Learning ⭐ 14

PyTorch implementation of the implicit Q-learning algorithm (IQL)

Gym Alttp Gridworld ⭐ 14

A gym environment for Stuart Armstrong's model of a treacherous turn.

Aipacman ⭐ 13

UC Berkeley Pacman Project

Ai Playground ⭐ 13

Unsorted Playground for Machine Learning, Reinforcement Learning and other AI Experiments

Drlcache ⭐ 13

Deep reinforcement learning-based replacement strategy for content caching.

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.

Drone Hover Rl ⭐ 12

A hover system for Microsoft AirSim using reinforcement learning (Q-learning and SARSA)

Alphabing ⭐ 12

♟️ A combination of Reinforcement Learning and Alpha-Beta Search in Chinese chess

Cartpole Q Learning ⭐ 12

A cart pole balancing agent powered by Q-Learning.

Rubiks Cube Ai ⭐ 11

Using Deep Reinforcement Learning, a computer program learns how to solve the Rubik's Cube, the world's most popular toy.

Literature ⭐ 11

Literature card game implementation: https://en.wikipedia.org/wiki/Literature_(card_gam

A tool for developing reinforcement learning algorithms focused in stock prediction

Rl.capstone ⭐ 10

My Udacity Machine Learning Nanodegree capstone project in Reinforcement Learning

Deep Rl Dqn Tensorflow ⭐ 10

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Marl Dpp ⭐ 10

Multi Agent Reinforcement Learning for Dense Path Planning

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Xy_universe ⭐ 10

A 2D Particle Survival Environment for Deep Reinforcement Learning

Pacman Rl ⭐ 9

Implement some reinforcement learning algorithms, test and visualize on Pacman.

Reinforcement Learning ⭐ 9

In this all Projects dealing with reinforcement learning wil be uploaded

Team Anonymous Bts ⭐ 9

AI Powered Traffic Signal Control (BTS Global Hackathon)

Multi-agent reinforcement learning framework

Q-Learning self-driving game car project made in Python with Processing.

Can Computers Learn To Lie ⭐ 8

I made 2 different AIs (a neural network and a Q-learning algithm) play an imperfect information game and observe the strategys that both players used.

Training AI to drift in NFS Carbon using reinforcement learning

Qlearningmaze ⭐ 8

Implementation of Q-Learning using TD error to navigate a maze avoiding obstacles and a moving enemy

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Torcs Reinforcement Learning Using Q Learning ⭐ 7

Lane keeping assistant using Reinforcement learning

Classic snake game implemented using pygame and Reinforcement learning

Pathfinder Ai ⭐ 7

Flask RESTful App with Q-learning AI algorithm

Introduction to Reinforcement Learning in Python

Q Learning Car ⭐ 6

model-free reinforcement learning (q-learning) of a car to drive on a track

Rl_library ⭐ 6

An implementation of main reinforcement learning algorithms: solo-agent and ensembled versions.

Bots For Atari Games ⭐ 6

Bots for Atari Games using Reinforcement Learning

Double_qpid ⭐ 6

Double_QPID as in the article Double Q-PID algorithm for mobile robot control

Deep Q Learning ⭐ 6

Deep reinforcement learning using a deep Q-network with a dueling architecture.

Rocket Landing Rl ⭐ 6

Custom OpenAI Gym for vertical rocket landing and Deep Q-Learning implementation.

Reinforcement Learning Keras ⭐ 6

Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn

Epsilon Greedy Q Learning ⭐ 6

Epsilon-Greedy Q-Learning in a Multi-agent Environment

Learning Complex Group Behaviours In A Multi Agent Competitive Environment ⭐ 6

EE485 research project

Starcraft2 Agent ⭐ 6

Starcraft II Agents using PySC2 - StarCraft II Learning Environment

Safe Rl Pacman ⭐ 6

Reinforcement Learning Course Project - IIT Bombay Fall 2018

Q Learning Trader ⭐ 6

tabular q learning for trading

Nash Q Learning ⭐ 6

Implementation of the Nash Q-Learning algorithm to solve simple MARL problems with two agents.

Reinforcement Learning Implementation ⭐ 5

Implementation of Reinforcement Algorithms from scratch

Deeprl Ai ⭐ 5

Deep Reinforcement Learning and Artificial Intelligence in Robotics

Gym Simplifiedtetris ⭐ 5

🟥 Simplified Tetris environments compliant with OpenAI Gym's API

Path Planning With Rl Algorithms ⭐ 5

Path Planning with Reinforcement Learning algorithms in an unknown environment

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