Development support of Nash-Q learning agent on agent framework DASH

Abstract

Agent-oriented computing is a technique to run a big-scale system by cooperation among plural agents. An agent with learning ability is called a "Learning Agent". A learning agent learns past actions, and changes the movement knowledge dynamically. A learning agent can solve a complicated problem in intellectual action. However, when a user wants to use a learning agent, little support exists for the development of a learning agent in an agent framework. Therefore, we introduce the development support of learning agent into the DASH agent framework.