Projects tagged ‘ai’, ‘artificial’, and ‘intelligence’

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]

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]

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.

a J2ME artificial intelligence library for a turn based strategy game

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).

Various libraries to help with common AI research in knowledge representation and reasoning. DisclaimerWhile the state of this project is active, it is currently in a very Alpha phase and not yet ... [More] ready for public consumption. Expected release date is January, 2010. [Less]

EveAI is an implementation of Artificial Intelligence (AI), that makes inferences based on data received from sensors. Sensors connected to EveAI represent each of the five senses of a human being. A ... [More] machine hosting the EveAI component will be able to demonstrate consciousness of its environment. Possible uses of EveAI are in the field of robotics were a unit needs to recognise changes in the environment and react accordingly to ensure its survival. The inception of EveAI was a result of trying to give computers the capability of having reflex behaviour based on the five senses. A variation of the Turing test biased towards the five senses is used to test each module iteratively. EveAI has the following responsibilities: Sense of sight Sense of hearing Sense of taste Sense of smell Sense of touch [Less]