Beyond Individualism: Modeling Team Playing Behavior Beyond Individualism: Modeling Team Playing Behavior in Robot Soccer Through Case-Based Reasoning

Raquel Ros, Manuela Veloso, Ramon Lopez de Mantaras, Carles Sierra, Josep Lluis Arcos

We propose a Case-Based Reasoning approach for action selection in the robot soccer domain presented in the 8th European Conference on Case-Based Reasoning (2006). Based on the current state of a game, the robots retrieve the most similar past situation and then the team reproduces the sequence of actions performed in that occasion. In this domain we have to deal with all the difficulties that a real environment involves.

Subjects: 3.1 Case-Based Reasoning; 17. Robotics

Submitted: Apr 23, 2007