no code implementations • 30 Aug 2024 • Dan Bohus, Sean Andrist, Yuwei Bao, Eric Horvitz, Ann Paradiso
We report initial work towards constructing ecologically valid benchmarks to assess the capabilities of large multimodal models for engaging in situated collaboration.
no code implementations • 16 May 2024 • Dan Bohus, Sean Andrist, Nick Saw, Ann Paradiso, Ishani Chakraborty, Mahdi Rad
We introduce an open-source system called SIGMA (short for "Situated Interactive Guidance, Monitoring, and Assistance") as a platform for conducting research on task-assistive agents in mixed-reality scenarios.
no code implementations • ICCV 2023 • Xin Wang, Taein Kwon, Mahdi Rad, Bowen Pan, Ishani Chakraborty, Sean Andrist, Dan Bohus, Ashley Feniello, Bugra Tekin, Felipe Vieira Frujeri, Neel Joshi, Marc Pollefeys
Building an interactive AI assistant that can perceive, reason, and collaborate with humans in the real world has been a long-standing pursuit in the AI community.
1 code implementation • 29 Mar 2021 • Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Mihai Jalobeanu, Patrick Sweeney, Anne Loomis Thompson, Eric Horvitz
We introduce Platform for Situated Intelligence, an open-source framework created to support the rapid development and study of multimodal, integrative-AI systems.
no code implementations • 12 Oct 2020 • Sean Andrist, Dan Bohus
We describe Platform for Situated Intelligence, an open-source framework for multimodal, integrative-AI systems.
1 code implementation • 17 Aug 2020 • Hooman Hedayati, Annika Muehlbradt, Daniel J. Szafir, Sean Andrist
Recognizing and understanding conversational groups, or F-formations, is a critical task for situated agents designed to interact with humans.
no code implementations • 12 May 2019 • Aditya Modi, Debadeepta Dey, Alekh Agarwal, Adith Swaminathan, Besmira Nushi, Sean Andrist, Eric Horvitz
We address the opportunity to maximize the utility of an overall computing system by employing reinforcement learning to guide the configuration of the set of interacting modules that comprise the system.