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Nishanth Kumar

3 papers hereh-index 4140 citations8 works total

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

author position
  • middle author3

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

fields
  • cs.AI1
  • cs.LG1
  • cs.RO1
same name
  • Nishanth Kumar — 3 papers, h 3
  • Nishanth Kumar — 2 papers, h 2
  • Nishanth Kumar — 1 paper, h 1
  • Nishanth Kumar — 1 paper, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025

Guided Exploration for Efficient Relational Model Learning

Annie Feng, Nishanth Kumar, Tomas Lozano-Perez +1

Efficient exploration is critical for learning relational models in large-scale environments with complex, long-horizon tasks. Random exploration methods often collect redundant or…

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