HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel
Fuente:
arXiv
Saved in:
| Main Authors: | Bui, The Viet, Li, Wenjun, Liu, Yong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TravelAgent: An AI Assistant for Personalized Travel Planning
by: Chen, Aili, et al.
Published: (2024)
by: Chen, Aili, et al.
Published: (2024)
ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents
by: Shao, Jie-Jing, et al.
Published: (2024)
by: Shao, Jie-Jing, et al.
Published: (2024)
ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning
by: Choi, Jihye, et al.
Published: (2025)
by: Choi, Jihye, et al.
Published: (2025)
HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding
by: Tang, Huijie, et al.
Published: (2024)
by: Tang, Huijie, et al.
Published: (2024)
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
by: Hu, Mengkang, et al.
Published: (2024)
by: Hu, Mengkang, et al.
Published: (2024)
HiPlan: Hierarchical Planning for LLM-Based Agents with Adaptive Global-Local Guidance
by: Li, Ziyue, et al.
Published: (2025)
by: Li, Ziyue, et al.
Published: (2025)
TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents
by: Li, Kai, et al.
Published: (2026)
by: Li, Kai, et al.
Published: (2026)
GroupTravelBench: Benchmarking LLM Agents on Multi-Person Travel Planning
by: Cheng, Xiang, et al.
Published: (2026)
by: Cheng, Xiang, et al.
Published: (2026)
TripTide: A Benchmark for Adaptive Travel Planning under Disruptions
by: Karmakar, Priyanshu, et al.
Published: (2025)
by: Karmakar, Priyanshu, et al.
Published: (2025)
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning
by: Chaudhuri, Soumyabrata, et al.
Published: (2025)
by: Chaudhuri, Soumyabrata, et al.
Published: (2025)
The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas
by: Xu, Baixuan, et al.
Published: (2025)
by: Xu, Baixuan, et al.
Published: (2025)
AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning
by: Hu, Yuyang, et al.
Published: (2026)
by: Hu, Yuyang, et al.
Published: (2026)
IMAGINE: Integrating Multi-Agent System into One Model for Complex Reasoning and Planning
by: Zhang, Xikai, et al.
Published: (2025)
by: Zhang, Xikai, et al.
Published: (2025)
DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints
by: Zhang, Yinger, et al.
Published: (2026)
by: Zhang, Yinger, et al.
Published: (2026)
UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios
by: Luo, Haotian, et al.
Published: (2025)
by: Luo, Haotian, et al.
Published: (2025)
IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling
by: Chen, Guoxin, et al.
Published: (2025)
by: Chen, Guoxin, et al.
Published: (2025)
HiCI: Hierarchical Construction-Integration for Long-Context Attention
by: Zeng, Xiangyu, et al.
Published: (2026)
by: Zeng, Xiangyu, et al.
Published: (2026)
Large Language Models in the Travel Domain: An Industrial Experience
by: Di Meglio, Sergio, et al.
Published: (2025)
by: Di Meglio, Sergio, et al.
Published: (2025)
Milestone-Guided Policy Learning for Long-Horizon Language Agents
by: Wang, Zixuan, et al.
Published: (2026)
by: Wang, Zixuan, et al.
Published: (2026)
HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction
by: Liu, Shuliang, et al.
Published: (2022)
by: Liu, Shuliang, et al.
Published: (2022)
Why Reasoning Fails to Plan: A Planning-Centric Analysis of Long-Horizon Decision Making in LLM Agents
by: Wang, Zehong, et al.
Published: (2026)
by: Wang, Zehong, et al.
Published: (2026)
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies
by: Hu, Xavier, et al.
Published: (2026)
by: Hu, Xavier, et al.
Published: (2026)
TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning
by: Wang, Yinuo, et al.
Published: (2026)
by: Wang, Yinuo, et al.
Published: (2026)
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
by: Wan, Guangya, et al.
Published: (2025)
by: Wan, Guangya, et al.
Published: (2025)
Whose Journey Matters? Investigating Identity Biases in Large Language Models (LLMs) for Travel Planning Assistance
by: Ren, Ruiping, et al.
Published: (2024)
by: Ren, Ruiping, et al.
Published: (2024)
HiBench: Benchmarking LLMs Capability on Hierarchical Structure Reasoning
by: Jiang, Zhuohang, et al.
Published: (2025)
by: Jiang, Zhuohang, et al.
Published: (2025)
HiRA: A Hierarchical Reasoning Framework for Decoupled Planning and Execution in Deep Search
by: Jin, Jiajie, et al.
Published: (2025)
by: Jin, Jiajie, et al.
Published: (2025)
TravelBench : Exploring LLM Performance in Low-Resource Domains
by: Billa, Srinivas, et al.
Published: (2025)
by: Billa, Srinivas, et al.
Published: (2025)
AgentFold: Long-Horizon Web Agents with Proactive Context Management
by: Ye, Rui, et al.
Published: (2025)
by: Ye, Rui, et al.
Published: (2025)
ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks
by: Song, Yuanyi, et al.
Published: (2025)
by: Song, Yuanyi, et al.
Published: (2025)
Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues
by: Hu, Chuanrui, et al.
Published: (2026)
by: Hu, Chuanrui, et al.
Published: (2026)
Empowering Air Travelers: A Chatbot for Canadian Air Passenger Rights
by: Taranukhin, Maksym, et al.
Published: (2024)
by: Taranukhin, Maksym, et al.
Published: (2024)
GTA: Generating Long-Horizon Tasks for Web Agents at Scale
by: Huang, Tenghao, et al.
Published: (2026)
by: Huang, Tenghao, et al.
Published: (2026)
Long-Horizon Plan Execution in Large Tool Spaces through Entropy-Guided Branching
by: Wei, Rongzhe, et al.
Published: (2026)
by: Wei, Rongzhe, et al.
Published: (2026)
Large Language Models for Travel Behavior Prediction
by: Mo, Baichuan, et al.
Published: (2023)
by: Mo, Baichuan, et al.
Published: (2023)
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
by: Li, Junlong, et al.
Published: (2025)
by: Li, Junlong, et al.
Published: (2025)
AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents
by: Feng, Zhaopeng, et al.
Published: (2026)
by: Feng, Zhaopeng, et al.
Published: (2026)
HorizonBench: Long-Horizon Personalization with Evolving Preferences
by: Li, Shuyue Stella, et al.
Published: (2026)
by: Li, Shuyue Stella, et al.
Published: (2026)
REDSearcher: A Scalable and Cost-Efficient Framework for Long-Horizon Search Agents
by: Chu, Zheng, et al.
Published: (2026)
by: Chu, Zheng, et al.
Published: (2026)
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
by: Yang, Cheng, et al.
Published: (2025)
by: Yang, Cheng, et al.
Published: (2025)
Similar Items
-
TravelAgent: An AI Assistant for Personalized Travel Planning
by: Chen, Aili, et al.
Published: (2024) -
ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents
by: Shao, Jie-Jing, et al.
Published: (2024) -
ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning
by: Choi, Jihye, et al.
Published: (2025) -
HiMAP: Learning Heuristics-Informed Policies for Large-Scale Multi-Agent Pathfinding
by: Tang, Huijie, et al.
Published: (2024) -
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
by: Hu, Mengkang, et al.
Published: (2024)