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researcher

S. Kakade

190 papers hereh-index 9737.3k citations314 works total

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

author position
  • first author8
  • middle author124
  • last author54

Across the 186 of 190 papers where every author was matched, so the position is known.

fields
  • cs.LG136
  • stat.ML18
  • cs.CL10
  • math.OC6
  • cs.AI4
  • cs.DS3

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedGaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design

989 citations · 6.1k across the 184 of their papers we have counts for

collaborators
Showing 2022 · cs.CLShow all

1 paper · 2 filters

cs.CL2022★ 4 cited

Multi-Stage Episodic Control for Strategic Exploration in Text Games

Jens Tuyls, Shunyu Yao, Sham Kakade +1

Text adventure games present unique challenges to reinforcement learning methods due to their combinatorially large action spaces and sparse rewards. The interplay of these two fac…

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