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

Updated Jun 17, 2021
Python

paper-game

bahadiraraz / paper-game

Star 12

Turn based strategy game with AI

game python pygame keras-tensorflow q-learning-algorithm

Updated Mar 4, 2023
Python

ftmoztl / car-parking-with-reinforcement-learning

Star 8

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

Updated Oct 1, 2023
Jupyter Notebook

paulinamoskwa / q-learning-gridworld

Star 8

Implementation of Q-learning to solve GridWorld

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

Updated Aug 31, 2025
Python

CristianCosci / Reinforcement_Learning_Mouse_vs_Cat

Star 5

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

Updated Apr 16, 2024
Python

imm-rl-lab / q-learning_with_bounded_naf

Star 5

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

Updated Sep 30, 2022
Python

StepanTita / q-learning

Star 5

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

Updated Aug 11, 2023
Python

Shyamyar / grid-path-qlearning

Star 4

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

reinforcement-learning pathfinding q-learning-algorithm

Updated Jun 26, 2021
Python

MauroLuzzatto / Q-Learning-Demo-Play-nChain

Star 4

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

Updated Oct 8, 2023
Jupyter Notebook

naseridev / notch

Star 4

Q-Learning Based Pathfinding in Dynamic Grid Environments

rust q-learning-algorithm

Updated Aug 29, 2025
Rust

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

Star 4

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

Updated Feb 15, 2021
Python

Mhijazi16 / Game-Optimization

Star 4

🕹️ 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

Updated May 29, 2024
C++

cathydou / reflection-agent-maze

Star 4

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