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Pradeep Varakantham

Singapore Management University

45 papers hereh-index 344.2k citations193 works total

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

author position
  • middle author25
  • last author19

Across the 44 of 45 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • cs.AI16
  • cs.CY2
  • cs.GT2
  • cs.MA2
  • cs.CL1
affiliations
  • Singapore Management University
Homepage
same name
  • Pradeep Varakantham — 11 papers, h 4
  • Pradeep Varakantham — 4 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
20122026
most citedRobust Local Search for Solving RCPSP/max with Durational Uncertainty

35 citations · 89 across the 43 of their papers we have counts for

collaborators
Showing 2018 · cs.LGShow all

2 papers · 2 filters

cs.LG2018★ 13 cited

Resource Constrained Deep Reinforcement Learning

Abhinav Bhatia, Pradeep Varakantham, Akshat Kumar

In urban environments, supply resources have to be constantly matched to the "right" locations (where customer demand is present) so as to improve quality of life. For instance, am…

cs.LG2018

Entropy based Independent Learning in Anonymous Multi-Agent Settings

Tanvi Verma, Pradeep Varakantham, Hoong Chuin Lau

Efficient sequential matching of supply and demand is a problem of interest in many online to offline services. For instance, Uber, Lyft, Grab for matching taxis to customers; Uber…

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