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Aleksandra Kalinowska

4 accepted papers

2022

Measuring Interaction Bandwidth During Physical Human-Robot Collaboration

RA-L 2022

An assistive robot can augment human performance by providing physical assistance or motion guidance. In human-robot collaboration, it is important to know the bandwidth of an individual's ability to generate motion in response to external stimuli, such as visual or haptic cuing. This becomes partic

Cited by 5SourceScholar
2021

Ergodic imitation: Learning from what to do and what not to do

ICRA 2021poster

With growing access to versatile robotics, it is beneficial for end users to be able to teach robots tasks without needing to code a control policy. One possibility is to teach the robot through successful task executions. However, near-optimal demonstrations of a task can be difficult to provide an…

Cited by 21SourceScholar
2019

Data-Driven Gait Segmentation for Walking Assistance in a Lower-Limb Assistive Device

ICRA 2019poster

Hybrid systems, such as bipedal walkers, are challenging to control because of discontinuities in their nonlinear dynamics. Little can be predicted about the systems' evolution without modeling the guard conditions that govern transitions between hybrid modes, so even systems with reliable state sen…

Cited by 19SourceScholar
2018

Online User Assessment for Minimal Intervention During Task-Based Robotic Assistance

RSS 2018poster

We propose a novel criterion for evaluating user input for human-robot interfaces for known tasks. We use the mode insertion gradient (MIG)---a tool from hybrid control theory---as a filtering criterion that instantaneously assesses the impact of user actions on a dynamic system over a time window i…

Cited by 17SourcePDFScholar