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Shinan Huang

2 papers hereh-index 287 citations11 works total

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.RO1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

eess.SY2026

A Unified Statistical Framework for Multicopter Propeller Damage Diagnosis Based on Functionally Pooled Models and Bayesian Quantification: Experimental Flight Test Assessment

Shinan Huang, Jingxi Zhu, Fotis Kopsaftopoulos

In this work, a stochastic time series-based framework is introduced for multicopter propeller damage diagnosis using functionally pooled autoregressive (FP-AR) models. The framewo…

cs.RO2023

SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding

Yutong Wang, Bairan Xiang, Shinan Huang +1

Trading off performance guarantees in favor of scalability, the Multi-Agent Path Finding (MAPF) community has recently started to embrace Multi-Agent Reinforcement Learning (MARL),…

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