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Panpan Cai

12 papers hereh-index 13788 citations23 works total

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

author position
  • first author4
  • middle author7
  • last author1

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.RO9
  • cs.AI2
  • cs.LG1
same name
  • Panpan Cai — 11 papers, h 4
  • Panpan Cai — 3 papers, 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
20182024
most citedPORCA: Modeling and Planning for Autonomous Driving among Many Pedestrians

13 citations · 57 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.RO2023★ 8 cited

What Truly Matters in Trajectory Prediction for Autonomous Driving?

Phong Tran, Haoran Wu, Cunjun Yu +3

Trajectory prediction plays a vital role in the performance of autonomous driving systems, and prediction accuracy, such as average displacement error (ADE) or final displacement e…

cs.AI2023

The Planner Optimization Problem: Formulations and Frameworks

Yiyuan Lee, Katie Lee, Panpan Cai +2

Identifying internal parameters for planning is crucial to maximizing the performance of a planner. However, automatically tuning internal parameters which are conditioned on the p…

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