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researcher

Kevin P. Murphy

7 papers hereh-index 352 citations8 works total

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

author position
  • sole author1
  • middle author2
  • last author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.AI2
  • cs.CL1
same name
  • Kevin P. Murphy — 10 papers, h 48
  • Kevin P. Murphy — 1 paper, h 1

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
20242026
most citedImproving Transformer World Models for Data-Efficient RL

1 citations · 1 across the 7 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Model Predictive Simulation Using Structured Graphical Models and Transformers

Xinghua Lou, Meet Dave, Shrinu Kushagra +2

We propose an approach to simulating trajectories of multiple interacting agents (road users) based on transformers and probabilistic graphical models (PGMs), and apply it to the W…

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