AATEAM : achieving the ad hoc teamwork by employing the attention mechanism

• المؤلفون الرئيسيون: Chen, Shuo, Andrejczuk, Ewa, Cao, Zhiguang, Zhang, Jie
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Electrical and electronic engineering; Ad Hoc Teamwork; Artificial Intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/144311
• المؤسسة: Nanyang Technological University

In the ad hoc teamwork setting, a team of agents needs to perform a task without prior coordination. The most advanced approach learns policies based on previous experiences and reuses one of the policies to interact with new teammates. However, the selected policy in many cases is sub-optimal. Swi...