Popular GitHub Repositories for Q Learning Algorithm

Open-zero is a research project aiming to realize the various projects of the company DeepMind

The objective is to teach robot to find and reach the target object in the minimum number of steps and using the shortest path and avoiding any obstacles such as humans, walls, etc usinf reinforcement learning algorithms.

Docking robot in a grid environment trained it with Q-learning

Playing games using Reinforcement Learning. As part of the MITx course on machine learning with Python - from linear models to deep learning

An interactive JavaScript simulation of ant colonies using reinforcement learning (Q-learning), showcasing real-time foraging, pheromone trails, and emergent swarm intelligence.

An intelligent PACMAN agent built using Reinforcement learning.

Learning based on the deep Q-network

Creating agent to make optimized moves to win the game against environment. Using Reinforced Learning running multiple episodes on Q-Learning models

A Q-Learning based Routing Algorithm for Internet of Vehicles, using vehicle trajectory prediction

Own implementation of the Q-learning algorithm presented on the example of the "treasure hunter" game.

Autonomous Agents course at ECE TUC. Project written in Python using Q-learning for an autonomous behavior on a Pac_man Agent