Self-organizing agents for reinforcement learning in virtual worlds

• Main Authors: KANG, Yilin, TAN, Ah-hwee
• 格式: text
• 語言: English
• 出版: Institutional Knowledge at Singapore Management University 2010
• 主題: Databases and Information Systems
• 在線閱讀: https://ink.library.smu.edu.sg/sis_research/6799; https://ink.library.smu.edu.sg/context/sis_research/article/7802/viewcontent/RL_Agent_IJCNN_2010.pdf
• 機構: Singapore Management University

We present a self-organizing neural model for creating intelligent learning agents in virtual worlds. As agents in a virtual world roam, interact and socialize with users and other agents as in real world without explicit goals and teachers, learning in virtual world presents many challenges not fou...