Reinforcement Learning-Guided Dynamic Multi-Graph Fusion for Evacuation Traffic Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Rafi, Md Nafees Fuad, Hasan, Samiul |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction
by: Gao, Xiaowei, et al.
Published: (2024)
by: Gao, Xiaowei, et al.
Published: (2024)
Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning
by: Shuvo, Md Nahid Hasan, et al.
Published: (2025)
by: Shuvo, Md Nahid Hasan, et al.
Published: (2025)
An Explainable Machine Learning Framework for the Accurate Diagnosis of Ovarian Cancer
by: Newaz, Asif, et al.
Published: (2023)
by: Newaz, Asif, et al.
Published: (2023)
LLM-Guided Dynamic-UMAP for Personalized Federated Graph Learning
by: Puppala, Sai, et al.
Published: (2025)
by: Puppala, Sai, et al.
Published: (2025)
A Knowledge-Guided Cross-Modal Feature Fusion Model for Local Traffic Demand Prediction
by: Zhang, Lingyu, et al.
Published: (2025)
by: Zhang, Lingyu, et al.
Published: (2025)
HaorFloodAlert: Deseasonalized ML Ensemble for 72-Hour Flood Prediction in Bangladesh Haor Wetlands
by: Koli, Salma Hoque Talukdar, et al.
Published: (2026)
by: Koli, Salma Hoque Talukdar, et al.
Published: (2026)
MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction
by: Wu, Mei, et al.
Published: (2025)
by: Wu, Mei, et al.
Published: (2025)
A Joint Topology-Data Fusion Graph Network for Robust Traffic Speed Prediction with Data Anomalism
by: Jiang, Ruiyuan, et al.
Published: (2025)
by: Jiang, Ruiyuan, et al.
Published: (2025)
GREAT-EER: Graph Edge Attention Network for Emergency Evacuation Responses
by: Lischka, Attila, et al.
Published: (2026)
by: Lischka, Attila, et al.
Published: (2026)
Graph Based Traffic Analysis and Delay Prediction
by: Borg, Gabriele, et al.
Published: (2024)
by: Borg, Gabriele, et al.
Published: (2024)
Characterizing and Predicting Wildfire Evacuation Behavior: A Dual-Stage ML Approach
by: Polock, Sazzad Bin Bashar, et al.
Published: (2026)
by: Polock, Sazzad Bin Bashar, et al.
Published: (2026)
CADGL: Context-Aware Deep Graph Learning for Predicting Drug-Drug Interactions
by: Wasi, Azmine Toushik, et al.
Published: (2024)
by: Wasi, Azmine Toushik, et al.
Published: (2024)
Demonstration Guided Multi-Objective Reinforcement Learning
by: Lu, Junlin, et al.
Published: (2024)
by: Lu, Junlin, et al.
Published: (2024)
Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion
by: Amin, Md. Tahsin, et al.
Published: (2026)
by: Amin, Md. Tahsin, et al.
Published: (2026)
Causally-Aware Spatio-Temporal Multi-Graph Convolution Network for Accurate and Reliable Traffic Prediction
by: Dong, Pingping, et al.
Published: (2024)
by: Dong, Pingping, et al.
Published: (2024)
Multi-Grained Temporal-Spatial Graph Learning for Stable Traffic Flow Forecasting
by: Lin, Zhenan, et al.
Published: (2025)
by: Lin, Zhenan, et al.
Published: (2025)
Global Spatio-Temporal Fusion-based Traffic Prediction Algorithm with Anomaly Aware
by: Liu, Chaoqun, et al.
Published: (2024)
by: Liu, Chaoqun, et al.
Published: (2024)
STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction
by: Luo, Xunlian, et al.
Published: (2023)
by: Luo, Xunlian, et al.
Published: (2023)
Safe Urban Traffic Control via Uncertainty-Aware Conformal Prediction and World-Model Reinforcement Learning
by: Chandra, Joydeep, et al.
Published: (2026)
by: Chandra, Joydeep, et al.
Published: (2026)
Applying Reinforcement Learning to Optimize Traffic Light Cycles
by: Son, Seungah, et al.
Published: (2024)
by: Son, Seungah, et al.
Published: (2024)
Leverage Multi-source Traffic Demand Data Fusion with Transformer Model for Urban Parking Prediction
by: Huang, Yin, et al.
Published: (2024)
by: Huang, Yin, et al.
Published: (2024)
Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework
by: Lin, Jiaqi, et al.
Published: (2024)
by: Lin, Jiaqi, et al.
Published: (2024)
On Predictability of Reinforcement Learning Dynamics for Large Language Models
by: Cai, Yuchen, et al.
Published: (2025)
by: Cai, Yuchen, et al.
Published: (2025)
Negative Feedback System as Optimizer for Machine Learning Systems
by: Hasan, Md Munir, et al.
Published: (2021)
by: Hasan, Md Munir, et al.
Published: (2021)
DynaSearcher: Dynamic Knowledge Graph Augmented Search Agent via Multi-Reward Reinforcement Learning
by: Hao, Chuzhan, et al.
Published: (2025)
by: Hao, Chuzhan, et al.
Published: (2025)
SliceVision-F2I: A Synthetic Feature-to-Image Dataset for Visual Pattern Representation on Network Slices
by: Rafi, Md. Abid Hasan, et al.
Published: (2025)
by: Rafi, Md. Abid Hasan, et al.
Published: (2025)
Subgoal Graph-Augmented Planning for LLM-Guided Open-World Reinforcement Learning
by: Fan, Shanwei, et al.
Published: (2025)
by: Fan, Shanwei, et al.
Published: (2025)
Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction
by: Izadi, Mohammad, et al.
Published: (2024)
by: Izadi, Mohammad, et al.
Published: (2024)
IBB Traffic Graph Data: Benchmarking and Road Traffic Prediction Model
by: Olug, Eren, et al.
Published: (2024)
by: Olug, Eren, et al.
Published: (2024)
FUSE-Traffic: Fusion of Unstructured and Structured Data for Event-aware Traffic Forecasting
by: Yu, Chenyang, et al.
Published: (2025)
by: Yu, Chenyang, et al.
Published: (2025)
xMTrans: Temporal Attentive Cross-Modality Fusion Transformer for Long-Term Traffic Prediction
by: Ung, Huy Quang, et al.
Published: (2024)
by: Ung, Huy Quang, et al.
Published: (2024)
Reinforcement Learning-based Heuristics to Guide Domain-Independent Dynamic Programming
by: Narita, Minori, et al.
Published: (2025)
by: Narita, Minori, et al.
Published: (2025)
Federated Learning with Graph-Based Aggregation for Traffic Forecasting
by: Banik, Audri, et al.
Published: (2025)
by: Banik, Audri, et al.
Published: (2025)
POLO: Preference-Guided Multi-Turn Reinforcement Learning for Lead Optimization
by: Wang, Ziqing, et al.
Published: (2025)
by: Wang, Ziqing, et al.
Published: (2025)
Spatial-Temporal Interactive Dynamic Graph Convolution Network for Traffic Forecasting
by: Liu, Aoyu, et al.
Published: (2022)
by: Liu, Aoyu, et al.
Published: (2022)
MA2GCN: Multi Adjacency relationship Attention Graph Convolutional Networks for Traffic Prediction using Trajectory data
by: Sun, Zhengke, et al.
Published: (2024)
by: Sun, Zhengke, et al.
Published: (2024)
Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
by: Mi, Yuan, et al.
Published: (2024)
by: Mi, Yuan, et al.
Published: (2024)
A Comparative Study of Machine Learning Techniques for Early Prediction of Diabetes
by: Alzboon, Mowafaq Salem, et al.
Published: (2025)
by: Alzboon, Mowafaq Salem, et al.
Published: (2025)
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
by: Banerjee, Arko, et al.
Published: (2024)
by: Banerjee, Arko, et al.
Published: (2024)
Opinion-Guided Reinforcement Learning
by: Dagenais, Kyanna, et al.
Published: (2024)
by: Dagenais, Kyanna, et al.
Published: (2024)
Similar Items
-
SMA-Hyper: Spatiotemporal Multi-View Fusion Hypergraph Learning for Traffic Accident Prediction
by: Gao, Xiaowei, et al.
Published: (2024) -
Fingerprinting Deep Learning Models via Network Traffic Patterns in Federated Learning
by: Shuvo, Md Nahid Hasan, et al.
Published: (2025) -
An Explainable Machine Learning Framework for the Accurate Diagnosis of Ovarian Cancer
by: Newaz, Asif, et al.
Published: (2023) -
LLM-Guided Dynamic-UMAP for Personalized Federated Graph Learning
by: Puppala, Sai, et al.
Published: (2025) -
A Knowledge-Guided Cross-Modal Feature Fusion Model for Local Traffic Demand Prediction
by: Zhang, Lingyu, et al.
Published: (2025)