Kết hợp các yếu tố lý trí và sinh học trong quyết định của tác nhân ảo

Springer Science and Business Media LLC - Tập 34 - Trang 87-101 - 2009
Tibor Bosse1, Charlotte Gerritsen1, Jan Treur1
1Department of Artificial Intelligence, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands

Tóm tắt

Để nâng cao tính xác thực của các tác nhân ảo, bài báo này trình bày một phương pháp lập mô hình dựa trên tác nhân cho quyết định, tích hợp lý luận hợp lý dựa trên phân tích phương tiện-kết quả với các khía cạnh tâm lý và sinh học cá nhân. Mô hình tác nhân được phát triển là sự kết hợp giữa mô hình BDI và mô hình quyết định dựa trên tiện ích trong bối cảnh những mong muốn và niềm tin cụ thể. Phương pháp này được minh họa bằng cách xem xét hành vi của tội phạm bạo lực, từ đó tạo ra một mô hình cho các tội phạm ảo. Trong số các thí nghiệm mô phỏng, mô hình đã được kiểm tra trong bối cảnh một kịch bản cướp giật trên phố. Thêm vào đó, một nghiên cứu người dùng đã được thực hiện, xác nhận thực tế rằng mô hình cải thiện độ tin cậy của các tác nhân ảo.

Từ khóa

#tác nhân ảo #mô hình hóa #quyết định #tâm lý #sinh học #BDI #tiện ích #tội phạm bạo lực #mô phỏng

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