A data mining approach in opponent modeling

• Main Authors: Bulos, Remedios De Dios, Dulalia, Conirose, Go, Peggy Sharon L., Tan, Pamela Vianne C., Uy, Ma Zaide Ilene O.
• Format: text
• Published: Animo Repository 2005
• Subjects: Data mining; Soccer—Defense; Soccer—Training; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/498; https://animorepository.dlsu.edu.ph/context/faculty_research/article/1497/type/native/viewcontent
• Institution: De La Salle University

In offline opponent modeling, large datasets can be utilized as training data to model the opponent. In the Coach competition of RoboCup Soccer, offline opponent modeling can be adopted to train the coach learn about the opponent's behavior patterns. Data-mining techniques, particularly decisio...