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researcher

Navdeep Kumar

10 papers hereh-index 8192 citations24 works total

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

author position
  • first author7
  • middle author3

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI2
same name
  • Navdeep Kumar — 3 papers, h 2

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
20222025
most citedPolicy Gradient for Rectangular Robust Markov Decision Processes

3 citations · 9 across the 10 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.AI2025

Dual Formulation for Non-Rectangular Lp Robust Markov Decision Processes

Navdeep Kumar, Adarsh Gupta, Maxence Mohamed Elfatihi +3

We study robust Markov decision processes (RMDPs) with non-rectangular uncertainty sets, which capture interdependencies across states unlike traditional rectangular models. While…

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