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researcher

Ayush Rai

5 papers hereh-index 441 citations21 works total

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

author position
  • first author4
  • middle author1

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

fields
  • eess.SY2
  • cs.LG1
  • cs.MA1
  • math.OC1
same name
  • Ayush Rai — 7 papers, h 4

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
20232025
most citedNeighboring Extremal Optimal Control Theory for Parameter-Dependent Closed-loop Laws

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

eess.SY2025

Performance Index Shaping for Closed-loop Optimal Control

Ayush Rai, Shaoshuai Mou, Brian D. O. Anderson

The design of the performance index, also referred to as cost or reward shaping, is central to both optimal control and reinforcement learning, as it directly determines the behavi…

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