An Autonomous Agent Model Based on Q Learning
Xiaojian Hu · Microelectronics & Computer · 2006
Agent is characterized by autonomy,reactivity,sociality,and activity.As an autonomous individual,agent has the ability to control self-behaviors and self-status through learning from the environment.Q-Learning has been introduced to the traditional model of BDI,and the paper suggests an autonomous agent model based on Q-Learning,describes the structure and formalized description of the suggested model,analyzes the processing of Q-Learning in the model.Through the experiment of searching in the grid world,it indicates the validity of the suggested model and the learning ability of the agent.