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

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 supp...

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Hauptverfasser: 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
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Sprache:eng
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Zusammenfassung: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.
DOI:10.48550/arxiv.2303.01586