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researcher

Devin J. Balkcom

3 papers here

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

author position
  • middle author1
  • last author2

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

fields
  • cs.RO2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedTowards Physically Safe Reinforcement Learning under Supervision

2 citations · 3 across the 2 of their papers we have counts for

collaborators

3 papers

cs.RO2020★ 1 cited

Piecewise linear regressions for approximating distance metrics

Josiah Putman, Lisa Oh, Luyang Zhao +4

This paper presents a data structure that summarizes distances between configurations across a robot configuration space, using a binary space partition whose cells contain paramet…

cs.RO2019

PuzzleFlex: kinematic motion of chains with loose joints

Samuel Lensgraf, Karim Itani, Yinan Zhang +7

This paper presents a method of computing free motions of a planar assembly of rigid bodies connected by loose joints. Joints are modeled using local distance constraints, which ar…

cs.LG2019★ 2 cited

Towards Physically Safe Reinforcement Learning under Supervision

Yinan Zhang, Devin Balkcom, Haoxiang Li

This paper addresses the question of how a previously available control policy πs​ can be used as a supervisor to more quickly and safely train a new learned control policy πL​…

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