HCAIROMar 2, 2023

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

arXiv:2303.01586v233 citationsh-index: 93
AI Analysis

This platform addresses the need for efficient data collection and evaluation in Embodied AI, particularly for human-robot interaction, though it is incremental as it builds on existing simulation tools.

The authors introduced Alexa Arena, a user-centric simulation platform for Embodied AI research, which provides multi-room layouts and interactable objects to create human-robot interaction missions, and they released it publicly to facilitate research in generalizable and assistive embodied agents.

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.

Code Implementations1 repo
Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

Your Notes