A self-organizing neural network architecture for intentional planning agents

• Main Authors: SUBAGDJA, Budhitama, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2009
• Subjects: BDI agent; Fusion ART; IFALCON; Artificial Intelligence and Robotics; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/6166; https://ink.library.smu.edu.sg/context/sis_research/article/7169/viewcontent/10.1.1.149.5809.pdf
• Institution: Singapore Management University

This paper presents a model of neural network embodiment of intentions and planning mechanisms for autonomous agents. The model bridges the dichotomy of symbolic and non-symbolic representation in developing agents. Some novel techniques are introduced that enables the neural network to process and...