Cover Image

AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Feng, Zhaopeng, Su, Liangcai, Zhang, Zhen, Wang, Xinyu, Zhang, Xiaotian, Wang, Xiaobin, Fang, Runnan, Zhang, Qi, Li, Baixuan, Cai, Shihao, Ye, Rui, Chen, Hui, Yong, Jiang, Zhou, Joey Tianyi, Qian, Chenxiong, Xie, Pengjun, Hooi, Bryan, Liu, Zuozhu, Zhou, Jingren
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

AgentFold: Long-Horizon Web Agents with Proactive Context Management
by: Ye, Rui, et al.
Published: (2025)

WebAnchor: Anchoring Agent Planning to Stabilize Long-Horizon Web Reasoning
by: Yu, Xinmiao, et al.
Published: (2026)

WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents
by: Qiao, Zile, et al.
Published: (2025)

ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking
by: Li, Baixuan, et al.
Published: (2025)

U-Fold: Dynamic Intent-Aware Context Folding for User-Centric Agents
by: Su, Jin, et al.
Published: (2026)

Towards General Agentic Intelligence via Environment Scaling
by: Fang, Runnan, et al.
Published: (2025)

AutoForge: Automated Environment Synthesis for Agentic Reinforcement Learning
by: Cai, Shihao, et al.
Published: (2025)

WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
by: Tao, Zhengwei, et al.
Published: (2025)

Scaling Agents via Continual Pre-training
by: Su, Liangcai, et al.
Published: (2025)

AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis
by: Chen, Xuanzhong, et al.
Published: (2025)

WebSailor: Navigating Super-human Reasoning for Web Agent
by: Li, Kuan, et al.
Published: (2025)

WebDancer: Towards Autonomous Information Seeking Agency
by: Wu, Jialong, et al.
Published: (2025)

Memp: Exploring Agent Procedural Memory
by: Fang, Runnan, et al.
Published: (2025)

Repurposing Synthetic Data for Fine-grained Search Agent Supervision
by: Zhao, Yida, et al.
Published: (2025)

BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents
by: Ou, Litu, et al.
Published: (2025)

CONGRA: Benchmarking Automatic Conflict Resolution
by: Zhang, Qingyu, et al.
Published: (2024)

Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation
by: Zhang, Xin, et al.
Published: (2025)

ImportSnare: Directed "Code Manual" Hijacking in Retrieval-Augmented Code Generation
by: Ye, Kai, et al.
Published: (2025)

How Far Are We from True Unlearnability?
by: Ye, Kai, et al.
Published: (2025)

WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
by: Tao, Zhengwei, et al.
Published: (2025)

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
by: Geng, Xinyu, et al.
Published: (2025)

DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models
by: Chen, Ruizhe, et al.
Published: (2025)

MedCoT: Medical Chain of Thought via Hierarchical Expert
by: Liu, Jiaxiang, et al.
Published: (2024)

AppAgentX: Evolving GUI Agents as Proficient Smartphone Users
by: Jiang, Wenjia, et al.
Published: (2025)

IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling
by: Chen, Guoxin, et al.
Published: (2025)

Enhancing Multi-Agent Debate System Performance via Confidence Expression
by: Lin, Zijie, et al.
Published: (2025)

Med-U1: Incentivizing Unified Medical Reasoning in LLMs via Large-scale Reinforcement Learning
by: Zhang, Xiaotian, et al.
Published: (2025)

Learning to Be A Doctor: Searching for Effective Medical Agent Architectures
by: Zhuang, Yangyang, et al.
Published: (2025)

R1-Fuzz: Specializing Language Models for Textual Fuzzing via Reinforcement Learning
by: Lin, Jiayi, et al.
Published: (2025)

KPL: Training-Free Medical Knowledge Mining of Vision-Language Models
by: Liu, Jiaxiang, et al.
Published: (2025)

WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
by: Li, Kuan, et al.
Published: (2025)

WebWalker: Benchmarking LLMs in Web Traversal
by: Wu, Jialong, et al.
Published: (2025)

M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
by: Feng, Zhaopeng, et al.
Published: (2024)

ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution
by: Wang, Jihong, et al.
Published: (2026)

SAG-Agent: Enabling Long-Horizon Reasoning in Strategy Games via Dynamic Knowledge Graphs
by: Tang, Chenwei, et al.
Published: (2025)

RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
by: Zhang, Zijing, et al.
Published: (2025)

Modest-Align: Data-Efficient Alignment for Vision-Language Models
by: Liu, Jiaxiang, et al.
Published: (2025)

Nested Browser-Use Learning for Agentic Information Seeking
by: Li, Baixuan, 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)

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
by: Li, Zijian, et al.
Published: (2025)