Projects tagged ‘ai’ and ‘intelligence’

PyBrain is a modular Machine Learning Library for Python. It's goal is to offer flexible, easy-to-use yet still powerful algorithms for Machine Learning Tasks and a variety of predefined environments ... [More] to test and compare your algorithms. It's the Swiss army knife for machine learning and neural networking. [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.

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]

For academics purposes in AI teaching and researches.

Open-nars is the open source version of the NARS project, which attempts to uniformly explain and reproduce many cognitive facilities, including reasoning, learning, planning, etc, so as to provide a ... [More] unified theory, model, and system for AI as a whole. What makes this system different from conventional reasoning systems is its ability to learn from its experience and to work with insufficient knowledge and resources. The ultimate goal of this research is to build a thinking machine. This project is still at the conceptual design stage. If you are interested to join this research, the best place to start reading is the publications, not the source code. [Less]

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).

On this site you can find basic problems and solutions of Artificial intelligence. It's Python source code, and it is working on all platforms. I want to say, what this is test programms, all sources must work, but I'm not sure ;-)