That is, go into the world, grab as many pieces of gold as it deems safe, and exit the world. I have achieved the overall goal of my project. I did this through various A.I. techniques. My agent is primarily a Reflex Agent, that is, it follows a set of rules that incorporates a notion of greediness and potentials . Greediness is not only how much gold should the agent get, but also, whether it is reasonable to continue searching.
Potentials are numeric values of goodness or badness associated with an individual room.
The combination of these attributes and various techniques provides my agent with superior success in the Wumpus environment.