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researcher

Hailan Ma

2 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • quant-ph1
same name
  • Hailan Ma — 1 paper, h 5

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

most citedCurriculum-based Deep Reinforcement Learning for Quantum Control

5 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2021★ 3 cited

Deep Reinforcement Learning with Quantum-inspired Experience Replay

Qing Wei, Hailan Ma, Chunlin Chen +1

In this paper, a novel training paradigm inspired by quantum computation is proposed for deep reinforcement learning (DRL) with experience replay. In contrast to traditional experi…

quant-ph2021★ 5 cited

Curriculum-based Deep Reinforcement Learning for Quantum Control

Hailan Ma, Daoyi Dong, Steven X. Ding +1

Deep reinforcement learning has been recognized as an efficient technique to design optimal strategies for different complex systems without prior knowledge of the control landscap…

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