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

• المؤلفون الرئيسيون: CHEN, Shuo, ANDREJCZUK, Ewa, CAO, Zhiguang, ZHANG, Jie
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2020
• الموضوعات: Engineering; Electrical and electronic engineering; Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/8132; https://ink.library.smu.edu.sg/context/sis_research/article/9135/viewcontent/6196_Article_Text_9421_1_10_20200516.pdf
• المؤسسة: Singapore Management 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. Swit...