From the 1 of 8 linked papers with an AI index.
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From Vocal Instructions to Household Tasks: The Inria TIAGo++ in the euROBIN Service Robots Coopetition
Fabio Amadio, Clemente Donoso, Dionis Totsila +6
This paper describes the Inria team's integrated robotics system used in the 1st euROBIN coopetition, during which service robots performed voice-activated household tasks in a kit…
Extremum Flow Matching for Offline Goal Conditioned Reinforcement Learning
Quentin Rouxel, Clemente Donoso, Fei Chen +2
Imitation learning is a promising approach for enabling generalist capabilities in humanoid robots, but its scaling is fundamentally constrained by the scarcity of high-quality exp…
What Can Robots Teach Us About Trust and Reliance? An interdisciplinary dialogue between Social Sciences and Social Robotics
Julien Wacquez, Elisabetta Zibetti, Joffrey Becker +5
As robots find their way into more and more aspects of everyday life, questions around trust are becoming increasingly important. What does it mean to trust a robot? And how should…
Safe Bimanual Teleoperation with Language-Guided Collision Avoidance
Dionis Totsila, Clemente Donoso, Enrico Mingo Hoffman +2
Teleoperating precise bimanual manipulations in cluttered environments is challenging for operators, who often struggle with limited spatial perception and difficulty estimating di…
Words2Contact: Identifying Support Contacts from Verbal Instructions Using Foundation Models
Dionis Totsila, Quentin Rouxel, Jean-Baptiste Mouret +1
This paper presents Words2Contact, a language-guided multi-contact placement pipeline leveraging large language models and vision language models. Our method is a key component for…
Flow Matching Imitation Learning for Multi-Support Manipulation
Quentin Rouxel, Andrea Ferrari, Serena Ivaldi +1
Humanoid robots could benefit from using their upper bodies for support contacts, enhancing their workspace, stability, and ability to perform contact-rich and pushing tasks. In th…