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researcher

Siqian Shen

3 papers here

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

author position
  • last author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.MA1
  • math.OC1
ORCID 0000-0002-2854-163X
same name
  • Siqian Shen — 5 papers, h 25

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 citedA Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions

11 citations · 12 across the 3 of their papers we have counts for

collaborators

3 papers

math.OC2023

A Multi-objective Mixed-integer Programming Approach for Supply Chain Disruption Response with Lead-Time Awareness

Juan-Alberto Estrada-Garcia, Mingjie Bi, Dawn M. Tilbury +2

Supply chain (SC) risk management is influenced by both spatial and temporal attributes of different entities (suppliers, retailers, and customers). Each entity has given capacity…

cs.LG2023★ 1 cited

Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures

Xian Yu, Siqian Shen

Traditional reinforcement learning (RL) aims to maximize the expected total reward, while the risk of uncertain outcomes needs to be controlled to ensure reliable performance in a…

cs.MA2022★ 11 cited

A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions

Mingjie Bi, Gongyu Chen, Dawn M. Tilbury +2

Due to the COVID-19 pandemic, the global supply chain is disrupted at an unprecedented scale under uncertain and unknown trends of labor shortage, high material prices, and changin…

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