q-learning-algorithm

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.

reinforcement-learning robotics deep-reinforcement-learning policy-gradient webots ddpg-algorithm deterministic-policy-gradients deepq-learning epuck-robot q-learning-algorithm

UpdatedJun 17, 2021
Python

ftmoztl /car-parking-with-reinforcement-learning

Star8

Q-learning application to find an optimal parking slot

reinforcement-learning optimization pillow python-3 agent-based-modeling dynamic-programming hyperparameter-tuning car-parking q-learning-algorithm

UpdatedOct 1, 2023
Jupyter Notebook

paulinamoskwa /q-learning-gridworld

Star8

Implementation of Q-learning to solve GridWorld

reinforcement-learning q-learning pygame rl gridworld from-scratch q-learning-algorithm

UpdatedAug 31, 2025
Python

naseridev /notch

Star7

Q-Learning Based Pathfinding in Dynamic Grid Environments

rust q-learning-algorithm

UpdatedAug 29, 2025
Rust

CristianCosci /Reinforcement_Learning_Mouse_vs_Cat

Star5

Two intelligent agents (cat and mouse) compete with each other to achieve their goal. Agents are trained through reinforcement learning (Q-learning).

reinforcement-learning pygame artificial-intelligence reinforcement-learning-agent reinforcement-learning-environments q-learning-algorithm

UpdatedApr 16, 2024
Python

MauroLuzzatto /Q-Learning-Demo-Play-nChain

Star5

This repository contains a Jupyter Notebook with an implemenation of a Q-Learning Agent, which learns to solve the n-Chain OpenAI Gym environment

python demo reinforcement-learning jupyter-notebook openai-gym q-learning gym q-learning-algorithm

UpdatedOct 8, 2023
Jupyter Notebook

AntoniovanDijck /BlackJackRL

Star5

Deep Q Learning blackbox strategies for casino games

machine-learning deep-neural-networks reinforcement-learning deep-learning tensorflow blackjack deep-reinforcement-learning torch reinforcement-learning-algorithms deep-q-network mlx rlx q-learning-algorithm muzero

UpdatedMar 22, 2024
Jupyter Notebook

imm-rl-lab /q-learning_with_bounded_naf

Star5

The implementation for the paper Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis // NeurIPS 2022

reinforcement-learning q-learning reinforcement-learning-algorithms optimal-control naf reinforcement-learning-environments q-learning-algorithm

UpdatedSep 30, 2022
Python

viniciusenari /Q-Learning-and-SARSA-Mountain-Car-v0

Star5

Demonstration of Q-Learning and SARSA algorithms utilizing Python and OpenAI GYM

python machine-learning reinforcement-learning q-learning sarsa-learning q-learning-vs-sarsa sarsa-algorithm q-learning-algorithm

UpdatedFeb 15, 2021
Python

StepanTita /q-learning

Star5

a Python-based platformer infused with Q-Learning and dynamic level creation from simple JSON files.

python machine-learning reinforcement-learning machine-learning-algorithms q-learning epsilon-greedy reinforcement-learning-algorithms game-ai reinforcement-learning-playground reinforcement-learning-environments q-learning-algorithm platformer-game

UpdatedAug 11, 2023
Python

cathydou /reflection-agent-maze

Star5

A reinforcement learning agent with reflection capabilities for dynamic maze navigation. Implements dual memory system, real-time adaptation, and environment change detection. Open source with research papers and documentation.

machine-learning reinforcement-learning ai q-learning dynamic-environments meta-learning q-learning-algorithm maze-navigation reflection-agent

UpdatedAug 25, 2025
Python

Shyamyar /grid-path-qlearning

Star4

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

reinforcement-learning pathfinding q-learning-algorithm

UpdatedJun 26, 2021
Python

Mhijazi16 /Game-Optimization

Star4

🕹️ Welcome to Game-Optimization, a repository dedicated to exploring and implementing various optimization algorithms to solve complex games. This project initially focuses on solving the classic game Sokoban using the Q-learning algorithm, with plans to extend to genetic algorithms and other optimization techniques in the future.

games cpp genetic-algorithm q-learning sokoban-game optimization-algorithms q-learning-algorithm