Interact: Transformer models for human intent prediction conditioned on robot actions

K Kedia, A Bhardwaj, P Dan… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In collaborative human-robot manipulation, a robot must predict human intents and adapt its
actions accordingly to smoothly execute tasks. However, the human's intent in turn depends …

Safer Gap: Safe Navigation of Planar Nonholonomic Robots with a Gap-Based Local Planner

S Feng, A Abuaish, PA Vela - IEEE Robotics and Automation …, 2024 - ieeexplore.ieee.org
This paper extends the gap-based navigation technique Potential Gap with safety
guarantees at the local planning level for a kinematic planar nonholonomic robot model …

Robust Safe Control with Multi-Modal Uncertainty

T Wei, L Ma, R Pandya, C Liu - arXiv preprint arXiv:2309.16830, 2023 - arxiv.org
Safety in dynamic systems with prevalent uncertainties is crucial. Current robust safe
controllers, designed primarily for uni-modal uncertainties, may be either overly conservative …

Safe control of partially-observed linear time-varying systems with minimal worst-case dynamic regret

H Zhou, V Tzoumas - 2023 62nd IEEE Conference on Decision …, 2023 - ieeexplore.ieee.org
We present safe control of partially-observed linear time-varying systems in the presence of
unknown and unpredictable process and measurement noise. We introduce a control …