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Gen Li

20 papers hereh-index 16789 citations21 works total

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

author position
  • first author13
  • middle author6
  • last author1

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG13
  • stat.ML4
  • math.ST2
  • cs.RO1
same name
  • Gen Li — 23 papers, h 14
  • Gen Li — 18 papers, h 2
  • Gen Li — 13 papers, h 5
  • Gen Li — 12 papers, h 6
  • Gen Li — 9 papers, h 18
  • Gen Li — 8 papers, h 6

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
20202023
most citedIs Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis

17 citations · 63 across the 17 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 17 cited

Is Q-Learning Minimax Optimal? A Tight Sample Complexity Analysis

Gen Li, Changxiao Cai, Yuxin Chen +2

Q-learning, which seeks to learn the optimal Q-function of a Markov decision process (MDP) in a model-free fashion, lies at the heart of reinforcement learning. When it comes to th…

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