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Sumitra Ganesh

17 papers hereh-index 9578 citations31 works total

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

author position
  • first author1
  • middle author8
  • last author8

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI4
  • cs.MA3
  • cs.GT2
  • q-fin.TR1
same name
  • Sumitra Ganesh — 12 papers, h 4
  • Sumitra Ganesh — 12 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
20192025
most citedRisk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty

26 citations · 79 across the 16 of their papers we have counts for

collaborators
Showing 2023 · cs.AIShow all

1 paper · 2 filters

cs.AI2023★ 1 cited

O3D: Offline Data-driven Discovery and Distillation for Sequential Decision-Making with Large Language Models

Yuchen Xiao, Yanchao Sun, Mengda Xu +4

Recent advancements in large language models (LLMs) have exhibited promising performance in solving sequential decision-making problems. By imitating few-shot examples provided in…

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