savoy082

Pt En In today's post I will be sharing a game I made with just under $400$ lines in Processing, a wrapper for Java that makes drawing to the screen really easy. The goal of the game is really simple: go from the cell you are standing on (marked with the black outline of the ellipse, in the screenshot) to the cell that is framed in white. To do that, you can move a "cursor" (the black frame) with the $AWSD$ keys to choose the next cell you want to go to. To move, press the space bar. There are a couple of rules to moving, though: You can only move to the selected cell if it is in the same row or same column as the cell you are in; You can only move to the selected cell if it has the same colour or the same shape as the cell you are in. Rule number $1$ says you can only go in the directions these orange arrows cover: Rule number $2$ says that, from the cells specified by the above rule, you can only go to the white circle, diamond or vertical ellipse (precisely becau...

Pt En < change language In this post I want to showcase the beginning of what I think will be a really cool project. After reading a really nice book (that Bill Gates himself recommends) on machine learning, I decided to experiment with genetic algorithms. For that matter, the main goal here will be to develop a genetic algorithm that teaches a vacuum cleaner how it should move in a dirty room to clean it in the best way possible (that is what is happening in the animation above). The first step is to define what I mean by room : a room will be a rectangular grid where each cell has a number from $0$ to $1$. A cell with a $0$ is perfectly clean and a cell with a number $1$ is as dirty as a piece of floor can get. Below we see a $5\times 5$ room with a robot (in red) already in the middle of the room: As I read in The Master Algorithm (and frankly I found it very enlightening), when one is going to use genetic algorithms we must previously define the structure of the solutio...