Intelligent Agents for the World of Wumpus

About

This project is a work proposed in the computational intelligence discipline. Developed by computer engineering students at the Federal University of Pará - Tucuruí.

Students:

@ Denys Menfredy @ Jeremias Kalebe @ Renuá Meireles @ Rodrigo Moraes

Objectives

• The main goal is to develop intelligent agents to act in the environment of World of Wumpus
• Use a Genetic Algorithm (GA) as learning mechanism.

Enviroment

• NxN Size;
• N-1 Pits;
• 1 Wumpus;
• 1 Gold;

Enviroment

• Actions:

  Code	Meaning
  N	Move to North
  S	Move to South
  L	Move to East
  O	Move to West
  P	Pick up the Gold
  X	Shoot East
  Y	Shoot West
  Z	Shoot North
  C	Shoot South

• Goal: Seek for gold, and return to the initial coordinate.

Tasks

[x] Develop the Wumpus Environment. [x] Develop an Agent with GA as learning mechanism. [x] Implements an Interface for a better understanding of learning process. [x] Collect data from agent's efficience. [x] Implements Simple Data Visualization.

License

MIT - http://www.opensource.org/licenses/mit-license.php