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 user-centric interactive platform


Alexa Arena: A User-Centric Interactive Platform for Embodied AI

Neural Information Processing Systems

We introduce Alexa Arena, a user-centric simulation platform to facilitate research in building assistive conversational embodied agents. Alexa Arena features multi-room layouts and an abundance of interactable objects. With user-friendly graphics and control mechanisms, the platform supports the development of gamified robotic tasks readily accessible to general human users, allowing high-efficiency data collection and EAI system evaluation. Along with the platform, we introduce a dialog-enabled task completion benchmark with online human evaluations.


Alexa Arena: A User-Centric Interactive Platform for Embodied AI

Neural Information Processing Systems

We introduce Alexa Arena, a user-centric simulation platform to facilitate research in building assistive conversational embodied agents. Alexa Arena features multi-room layouts and an abundance of interactable objects. With user-friendly graphics and control mechanisms, the platform supports the development of gamified robotic tasks readily accessible to general human users, allowing high-efficiency data collection and EAI system evaluation. Along with the platform, we introduce a dialog-enabled task completion benchmark with online human evaluations.


Alexa Arena: A User-Centric Interactive Platform for Embodied AI

Gao, Qiaozi, Thattai, Govind, Shakiah, Suhaila, Gao, Xiaofeng, Pansare, Shreyas, Sharma, Vasu, Sukhatme, Gaurav, Shi, Hangjie, Yang, Bofei, Zheng, Desheng, Hu, Lucy, Arumugam, Karthika, Hu, Shui, Wen, Matthew, Guthy, Dinakar, Chung, Cadence, Khanna, Rohan, Ipek, Osman, Ball, Leslie, Bland, Kate, Rocker, Heather, Rao, Yadunandana, Johnston, Michael, Ghanadan, Reza, Mandal, Arindam, Tur, Dilek Hakkani, Natarajan, Prem

arXiv.org Artificial Intelligence

We introduce Alexa Arena, a user-centric simulation platform for Embodied AI (EAI) research. Alexa Arena provides a variety of multi-room layouts and interactable objects, for the creation of human-robot interaction (HRI) missions. With user-friendly graphics and control mechanisms, Alexa Arena supports the development of gamified robotic tasks readily accessible to general human users, thus opening a new venue for high-efficiency HRI data collection and EAI system evaluation. Along with the platform, we introduce a dialog-enabled instruction-following benchmark and provide baseline results for it. We make Alexa Arena publicly available to facilitate research in building generalizable and assistive embodied agents.