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Guanting Chen

6 papers hereh-index 7194 citations18 works total

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

author position
  • first author2
  • middle author2
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI1
  • math.PR1
same name
  • Guanting Chen — 14 papers, h 0
  • Guanting Chen — 11 papers, h 7
  • Guanting Chen — 3 papers, h 1
  • Guanting Chen — 1 paper, h 4
  • Guanting Chen — 1 paper, h 3
  • Guanting Chen — 1 paper, h 0

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
20212026
most citedAn Adaptive State Aggregation Algorithm for Markov Decision Processes

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021★ 1 cited

An Adaptive State Aggregation Algorithm for Markov Decision Processes

Guanting Chen, Johann Demetrio Gaebler, Matt Peng +2

Value iteration is a well-known method of solving Markov Decision Processes (MDPs) that is simple to implement and boasts strong theoretical convergence guarantees. However, the co…

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