Projects tagged ‘ai’ and ‘artificial’

Create a network client in your favorite programming language to beat other clients. The players are computer programs controlled by the program you wrote. The game is fully functional. We are ... [More] working now on server options, and of course we are builing our own AI clients! [Less]

Traveling Salesman Problem - Java Genetic Algorithm Solution Binary/Source/SVN/Documentation available. Application features Implementation and comparison of different genetic algorithms - ... [More] unisex random mutation - crossover algorithm - 2opt heuristics + unisex random mutation - 2opt heuristics + crossover algorithm Open source multi platform Java application with well commented source code Console and GUI application mode Parametrized configuration Multi threading computation engine Application thread priority settings Simple map file formats, exporting existing maps, using external maps - map of 192 real cities from CZ, coordinates in S-JTSK, distances in meters - fractal maps (circle, triangle, square, spiral, ... ) Descriptive XML and PDF reports, converting XML reports to PDF Web support General genetic algorithm problems Code the problem Define fitness function Select genetic algorithm engine (population and mutation handling, multithreading) Use good mutation algorithm to create offspring Implement random mutations Think about using heuristics Apply the right initial parameters (population size, mutation ratio, population growth) Initialize population Run the computation on proper hardware Links Definition and research of Traveling Salesman Problem http://www.tsp.gatech.edu/ Basic description of genetic algorithms http://en.wikipedia.org/wiki/Genetic_algorithm Suggested and probably best way for solving TSP using genetic algorithm and 2opt heuristic optimization described by Hiroaki Sengoku and Ikuo Yoshihara http://www.gcd.org/sengoku/docs/arob98.pdf [Less]

AI4R is a collection of ruby algorithms implementations, covering several Artificial intelligence fields, and simple practical examples using them.

A Reinforcement Learning library in Python Includes Q-learning, Sarsa and more.

For academics purposes in AI teaching and researches.

StefanJust another robot for Robocode. This robot will based on artificial neural network and fuzzy logic. This is a Ant Java project. This robot will be quite heavy and it's main goal is to demonstrate the usage of AI in Robocode.

Simulation d'un monde

A 3D chess game using using direct3D. The chess is intended to allow to people to play one against the other (over the internet), and one against the computer. Right now it compiles with MS VS2005, and DirectX 9.0c SDK (August 2008 release).

Juego Resta de Cuadrados, juegan dos jugadores, la maquina elige un numero al azar, y luego por turnos, primero uno luego el otro y asi sucesivamente, los usuarios van restando a ese numero el ... [More] cuadrado de algun otro con un cuadrado menor que el numero dado. Gana el jugador que consigue obtener 0 con una resta de un numero al cuadrado. [Less]

a J2ME artificial intelligence library for a turn based strategy game