Cover Image

A Unified Model for Multi-Task Drone Routing in Post-Disaster Road Assessment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep Reinforcement Learning for Drone Route Optimization in Post-Disaster Road Assessment
by: Gong, Huatian, et al.
Published: (2025)

Cross‐border reciprocal bartering in public–private tetradic networks
by: Jiuh‐Biing Sheu, et al.
Published: (2025)

Travel bubble policies for low‐risk air transport recovery during pandemics
by: Yaoming Zhou, et al.
Published: (2024)

3D Semantic Segmentation for Post-Disaster Assessment
by: Le, Nhut, et al.
Published: (2025)

A Cross-Layered Multi-Drone Coordination for Medical Supply Delivery during Disaster Response Management
by: Calyam, Aneesh, et al.
Published: (2026)

GHGbench: A Unified Multi-Entity, Multi-Task Benchmark for Carbon Emission Prediction
by: Duan, Yifan, et al.
Published: (2026)

Road Maps as Free Geometric Priors: Weather-Invariant Drone Geo-Localization with GeoFuse
by: Fang, Yunsong, et al.
Published: (2026)

MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver
by: Zheng, Yuepeng, et al.
Published: (2025)

Instruct-ICL: Instruction-Guided In-Context Learning for Post-Disaster Damage Assessment
by: Zarbaft, Armin, et al.
Published: (2026)

A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning
by: Chen, Haibo, et al.
Published: (2026)

A Unified Hierarchical Multi-Task Multi-Fidelity Framework for Data-Efficient Surrogate Modeling in Manufacturing
by: Mehta, Manan, et al.
Published: (2026)

Bridging On-Device and Cloud LLMs for Collaborative Reasoning: A Unified Methodology for Local Routing and Post-Training
by: Fang, Wenzhi, et al.
Published: (2025)

NaviMaster: Learning a Unified Policy for GUI and Embodied Navigation Tasks
by: Luo, Zhihao, et al.
Published: (2025)

More Than Routing: Joint GPS and Route Modeling for Refine Trajectory Representation Learning
by: Ma, Zhipeng, et al.
Published: (2024)

MCCE: A Framework for Multi-LLM Collaborative Co-Evolution
by: Ran, Nian, et al.
Published: (2025)

CaReTS: A Multi-Task Framework Unifying Classification and Regression for Time Series Forecasting
by: Yao, Fulong, et al.
Published: (2025)

Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
by: Zhan, Zheng, et al.
Published: (2025)

UniTS: A Unified Multi-Task Time Series Model
by: Gao, Shanghua, et al.
Published: (2024)

Unitho: A Unified Multi-Task Framework for Computational Lithography
by: Jin, Qian, et al.
Published: (2025)

Weather-Aware Transformer for Real-Time Route Optimization in Drone-as-a-Service Operations
by: Mohamed, Kamal, et al.
Published: (2026)

Group Causal Policy Optimization for Post-Training Large Language Models
by: Gu, Ziyin, et al.
Published: (2025)

From Task-Specific Models to Unified Systems: A Review of Model Merging Approaches
by: Ruan, Wei, et al.
Published: (2025)

Model-Based Reinforcement Learning with Multi-Task Offline Pretraining
by: Pan, Minting, et al.
Published: (2023)

Unifying Group-Relative and Self-Distillation Policy Optimization via Sample Routing
by: Li, Gengsheng, et al.
Published: (2026)

Are Independently Estimated View Uncertainties Comparable? Unified Routing for Trusted Multi-View Classification
by: Zhang, Yilin, et al.
Published: (2026)

Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization
by: Liu, Fei, et al.
Published: (2024)

An Interventional Approach to Real-Time Disaster Assessment via Causal Attribution
by: Vishnubhatla, Saketh, et al.
Published: (2025)

A Unified Gradient-based Framework for Task-agnostic Continual Learning-Unlearning
by: Huang, Zhehao, et al.
Published: (2025)

MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
by: Zhou, Jianan, et al.
Published: (2024)

Early Risk Assessment Model for ICA Timing Strategy in Unstable Angina Patients Using Multi-Modal Machine Learning
by: Zheng, Candi, et al.
Published: (2024)

EGAM: Extended Graph Attention Model for Solving Routing Problems
by: Wang, Licheng, et al.
Published: (2026)

A Two-stage Reinforcement Learning-based Approach for Multi-entity Task Allocation
by: Gong, Aicheng, et al.
Published: (2024)

Uncertainty-Aware Exploratory Direct Preference Optimization for Multimodal Large Language Models
by: Zhang, Huatian, et al.
Published: (2026)

SLOT: Sample-specific Language Model Optimization at Test-time
by: Hu, Yang, et al.
Published: (2025)

URS: A Unified Neural Routing Solver for Cross-Problem Zero-Shot Generalization
by: Zhou, Changliang, et al.
Published: (2025)

Stay Unique, Stay Efficient: Preserving Model Personality in Multi-Task Merging
by: Guo, Kuangpu, et al.
Published: (2025)

Harder Tasks Need More Experts: Dynamic Routing in MoE Models
by: Huang, Quzhe, et al.
Published: (2024)

A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems
by: Charusaie, Mohammad-Amin, et al.
Published: (2024)

Unified Multi-Task Learning & Model Fusion for Efficient Language Model Guardrailing
by: Neill, James O', et al.
Published: (2025)

Multi-resolution Score-Based Variational Graphical Diffusion for Causal Disaster System Modeling and Inference
by: Li, Xuechun, et al.
Published: (2025)