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researcher

M. C. Smith

3 papers hereh-index 191.2k citations76 works total

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

author position
  • middle author2
  • last author1

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

fields
  • cs.LG1
  • eess.AS1
  • q-bio.QM1
same name
  • M. C. Smith — 4 papers

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

activity
20172021
most citedGeneralized Value Iteration Networks: Life Beyond Lattices

23 citations · 28 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2017★ 23 cited

Generalized Value Iteration Networks: Life Beyond Lattices

Sufeng Niu, Siheng Chen, Hanyu Guo +3

In this paper, we introduce a generalized value iteration network (GVIN), which is an end-to-end neural network planning module. GVIN emulates the value iteration algorithm by usin…

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