Handbook of learning and approximate dynamic programming

• Tác giả: Jennie Si
• Ngôn ngữ: eng
• ISBN-13: 978-0470544785
• Ký hiệu phân loại: 519.703 Multistage programming
• Thông tin xuất bản: Hoboken, New Jersey : IEEE Press, 2004.
• Mô tả vật lý: 1 PDF (xxi, 644 pages) : , illustrations.
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 314252
• Chủ đề: 1. Automatic programming (Computer science); 2. Control theory; 3. Dynamic programming; 4. Machine learning; 5. Systems engineering

Includes bibliographical references and index.

Tóm tắt

. A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field.