Making Friends on the Fly: Advances in Ad Hoc Teamwork

• Κύριος συγγραφέας: Barrett, Samuel (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Studies in Computational Intelligence, 603
• Θέματα: Engineering.; Artificial intelligence.; Game theory.; Sociophysics.; Econophysics.; Computational intelligence.; Robotics.; Automation.; Computational Intelligence.; Game Theory, Economics, Social and Behav. Sciences.; Socio- and Econophysics, Population and Evolutionary Models.; Robotics and Automation.; Artificial Intelligence (incl. Robotics).

This book is devoted to the encounter and interaction of agents such as robots with other agents and describes how they cooperate with their previously unknown teammates, forming an Ad Hoc team. It presents a new algorithm, PLASTIC, that allows agents to quickly adapt to new teammates by reusing kno...

Πίνακας περιεχομένων:

• Introduction
• Problem Description
• Background
• Related Work
• The PLASTIC Algorithms
• Theoretical Analysis of PLASTIC
• Empirical Evaluation
• Discussion and Conclusion.