Imagen de Portada

Representation over Routing: Diagnosing Temporal Routing Pathologies in Multi-Timescale PPO

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Sun, Jing
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

TRACE: Temporal Routing with Autoregressive Cross-channel Experts for EEG Representation Learning
por: Ma, Fan, et al.
Publicado: (2026)

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

Cascade-Aware Multi-Agent Routing: Spatio-Temporal Sidecars and Geometry-Switching
por: Di Gioia, Davide
Publicado: (2026)

Deep Reinforcement Learning for Multi-Truck Vehicle Routing Problems with Multi-Leg Demand Routes
por: Levin, Joshua, et al.
Publicado: (2024)

Grouter: Decoupling Routing from Representation for Accelerated MoE Training
por: Xu, Yuqi, et al.
Publicado: (2026)

Effective LoRA Adapter Routing using Task Representations
por: Dhasade, Akash, et al.
Publicado: (2026)

RADAR: Learning to Route with Asymmetry-aware DistAnce Representations
por: Yi, Hang, et al.
Publicado: (2026)

ICL-Router: In-Context Learned Model Representations for LLM Routing
por: Wang, Chenxu, et al.
Publicado: (2025)

Spatial-Temporal Reinforcement Learning for Network Routing with Non-Markovian Traffic
por: Wang, Molly, et al.
Publicado: (2025)

RouteHijack: Routing-Aware Attack on Mixture-of-Experts LLMs
por: Xu, Zhiyuan, et al.
Publicado: (2026)

Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction
por: Ajirak, Marzieh, et al.
Publicado: (2025)

Directional Routing in Transformers
por: Taylor, Kevin
Publicado: (2026)

Routing without Forgetting
por: Masano, Alessio, et al.
Publicado: (2026)

Geometric Mixture-of-Experts with Curvature-Guided Adaptive Routing for Graph Representation Learning
por: Cao, Haifang, et al.
Publicado: (2026)

DirectMultiStep: Direct Route Generation for Multistep Retrosynthesis
por: Shee, Yu, et al.
Publicado: (2024)

Beyond Simple Graphs: Neural Multi-Objective Routing on Multigraphs
por: Rydin, Filip, et al.
Publicado: (2025)

RouterBench: A Benchmark for Multi-LLM Routing System
por: Hu, Qitian Jason, et al.
Publicado: (2024)

SED2AM: Solving Multi-Trip Time-Dependent Vehicle Routing Problem using Deep Reinforcement Learning
por: Mozhdehi, Arash, et al.
Publicado: (2025)

The Routing and Filtering Structure of Attention
por: Jamil, Shafayeth, et al.
Publicado: (2026)

RouteFormer: A Transformer-Based Routing Framework for Autonomous Vehicles
por: Youssef, Yazan, et al.
Publicado: (2025)

SeqRoute: Global Budget-Aware Sequential LLM Routing via Offline Reinforcement Learning
por: Xu, Zhongling, et al.
Publicado: (2026)

RouteLLM: Learning to Route LLMs with Preference Data
por: Ong, Isaac, et al.
Publicado: (2024)

RouteExplainer: An Explanation Framework for Vehicle Routing Problem
por: Kikuta, Daisuke, et al.
Publicado: (2024)

When Sensors Fail: Temporal Sequence Models for Robust PPO under Sensor Drift
por: Vogt-Lowell, Kevin, et al.
Publicado: (2026)

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

CAMAR: Continuous Actions Multi-Agent Routing
por: Pshenitsyn, Artem, et al.
Publicado: (2025)

Generalized Policy Gradient with History-Aware Decision Transformer for Reliable Routing over Graph Signals
por: Wei, Xing, et al.
Publicado: (2025)

SynapseRoute: An Auto-Route Switching Framework on Dual-State Large Language Model
por: Zhang, Wencheng, et al.
Publicado: (2025)

Prompt Learning for Generalized Vehicle Routing
por: Liu, Fei, et al.
Publicado: (2024)

Neural Cluster First, Route Second: One-Shot Capacitated Vehicle Routing via Differentiable Optimal Transport
por: Chin, Samuel J. K., et al.
Publicado: (2026)

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

Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation
por: Ma, Yao, et al.
Publicado: (2024)

TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks
por: Kapoor, Vansh, et al.
Publicado: (2026)

Reinforcement Learning for Multi-Truck Vehicle Routing Problems
por: Levin, Joshua, et al.
Publicado: (2022)

Learning with Foresight: Enhancing Neural Routing Policy via Multi-Node Lookahead Prediction
por: Jiang, Xia, et al.
Publicado: (2026)

Memory-Enhanced Neural Solvers for Routing Problems
por: Chalumeau, Felix, et al.
Publicado: (2024)

Teacher-Student Learning on Complexity in Intelligent Routing
por: Pi, Shu-Ting, et al.
Publicado: (2024)

Smoothie: Label Free Language Model Routing
por: Guha, Neel, et al.
Publicado: (2024)

Advancing Routing-Awareness in Analog ICs Floorplanning
por: Basso, Davide, et al.
Publicado: (2025)

Lifelong Learning with Behavior Consolidation for Vehicle Routing
por: Pei, Jiyuan, et al.
Publicado: (2025)