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Alexander Clegg

3 papers hereh-index 203.4k citations24 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.RO2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

most citedLearning Human Behaviors for Robot-Assisted Dressing

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.CV2019

Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance?

Abhishek Kadian, Joanne Truong, Aaron Gokaslan +6

Does progress in simulation translate to progress on robots? If one method outperforms another in simulation, how likely is that trend to hold in reality on a robot? We examine thi…

cs.RO2019

Learning to Collaborate from Simulation for Robot-Assisted Dressing

Alexander Clegg, Zackory Erickson, Patrick Grady +3

We investigated the application of haptic feedback control and deep reinforcement learning (DRL) to robot-assisted dressing. Our method uses DRL to simultaneously train human and r…

cs.RO2017★ 1 cited

Learning Human Behaviors for Robot-Assisted Dressing

Alexander Clegg, Wenhao Yu, Jie Tan +3

We investigate robotic assistants for dressing that can anticipate the motion of the person who is being helped. To this end, we use reinforcement learning to create models of huma…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.