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researcher

Tyler J. Becker

5 papers hereh-index 446 citations8 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.GT1
  • eess.SY1
same name
  • Tyler J. Becker — 2 papers, h 2

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
20222024
most citedOptimality Guarantees for Particle Belief Approximation of POMDPs

12 citations · 13 across the 5 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.AI2022★ 12 cited

Optimality Guarantees for Particle Belief Approximation of POMDPs

Michael H. Lim, Tyler J. Becker, Mykel J. Kochenderfer +2

Partially observable Markov decision processes (POMDPs) provide a flexible representation for real-world decision and control problems. However, POMDPs are notoriously difficult to…

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