This repository contains various networks implementation such as MLP, Hopfield, Kohonen, ART, LVQ1, Genetic algorithms, Adaboost and fuzzy-system, CNN with python.

science paper updates

The 3D bin packing problem is a combinatorial optimization problem that involves fitting a given set of items of various sizes into a container of a specific size such that the total volume of the items is as close to the volume of the container as possible.

Unsupervised Learning on OpenAI Gym to understand the properties of such algorithms, using Value Iteration and Q-Learning algorithmn. Developed with my coding friend @jibrilsharafi.

'Learning' programming assignments for the Harvard CS50's Introduction to Artificial Intelligence with Python 2021 course

Porjects for Algorithmic Techniques for Artificial Intelligence

Experiment to train an agent using Q-learning algorithm for playing the Chrome Dino Runner game.

Build A neural network that can play snack Game using (D.Q.N)

Python projects for Introduction to Artificial Intelligence course at Warsaw University of Technology.

Application of Q-Learning where robot find ways to achieve goal. This respository is intended to fulfill the task of Reinforcement learning (changing the environment of implementing Q-Learning)

Continuing the drone problem presented in https://github.com/elaysason/Deterministic-Drone-Problem but in this itertion, the drone must navigate an unknown environment under RL settings. There is no client, only a stationary place to drop the packages off.

C++ program implements Sokoban game to solve it with AI reinforcement algorithm (Q-learning ALG).

Game Tic-Tac-Toe with Q_learning algorithm

Machine Learning project using Q-Learning without any ML library

This is a simple implementation of a game player using reinforcement-learning

Hugging Face Course by Thomas Simioni Deep RL projects resolution

C++ implementation of the Q-Learning algorithm applied to a simple grid world problem

This is a Q-Learning algorithm implementation, that solves a labyrinth.