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researcher

S. Sra

22 papers hereh-index 6517.9k citations270 works total

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

author position
  • middle author5
  • last author17

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • math.OC9
  • cs.AI1
  • math.PR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedCost-Driven Representation Learning for Linear Quadratic Gaussian Control: Part I

2 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

Active Inference as Context Acquisition for AI Agents

Sanchayan Dutta, Sai Niranjan Ramachandran, Suvrit Sra

Interactive AI agents must acquire the right context as efficiently as possible. When a user omits a constraint, preference, file, or task variable, an agent can proceed with a def…

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