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researcher

D. Kalathil

73 papers hereh-index 262.5k citations125 works total

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

author position
  • first author4
  • middle author53
  • last author13

Across the 70 of 73 papers where every author was matched, so the position is known.

fields
  • cs.LG32
  • eess.SY10
  • math.OC8
  • cs.RO5
  • cs.AI3
  • cs.CL2

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedReinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration

27 citations · 206 across the 63 of their papers we have counts for

collaborators
Showing 2012Show all

1 paper · 1 filter

math.OC2012★ 17 cited

Decentralized Learning for Multi-player Multi-armed Bandits

Dileep Kalathil, Naumaan Nayyar, Rahul Jain

We consider the problem of distributed online learning with multiple players in multi-armed bandits (MAB) models. Each player can pick among multiple arms. When a player picks an a…

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