Imagen de Portada

WEPO: Web Element Preference Optimization for LLM-based Web Navigation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Liu, Jiarun, Hao, Jia, Zhang, Chunhong, Hu, Zheng
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Cognitive Duality for Adaptive Web Agents
por: Liu, Jiarun, et al.
Publicado: (2025)

AutoWebGLM: A Large Language Model-based Web Navigating Agent
por: Lai, Hanyu, et al.
Publicado: (2024)

LASER: LLM Agent with State-Space Exploration for Web Navigation
por: Ma, Kaixin, et al.
Publicado: (2023)

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

WebNovelBench: Placing LLM Novelists on the Web Novel Distribution
por: Lin, Leon, et al.
Publicado: (2025)

Mango: Multi-Agent Web Navigation via Global-View Optimization
por: Tong, Weixi, et al.
Publicado: (2026)

Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation
por: Chae, Hyungjoo, et al.
Publicado: (2024)

Dual-View Visual Contextualization for Web Navigation
por: Kil, Jihyung, et al.
Publicado: (2024)

Craw4LLM: Efficient Web Crawling for LLM Pretraining
por: Yu, Shi, et al.
Publicado: (2025)

WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
por: Qi, Zehan, et al.
Publicado: (2024)

When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation
por: Zou, Henry Peng, et al.
Publicado: (2026)

WebRouter: Query-specific Router via Variational Information Bottleneck for Cost-sensitive Web Agent
por: Li, Tao, et al.
Publicado: (2025)

FinerWeb-10BT: Refining Web Data with LLM-Based Line-Level Filtering
por: Henriksson, Erik, et al.
Publicado: (2025)

WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
por: Hu, Minda, et al.
Publicado: (2025)

Avenir-Web: Human-Experience-Imitating Multimodal Web Agents with Mixture of Grounding Experts
por: Li, Aiden Yiliu, et al.
Publicado: (2026)

NaviQAte: Functionality-Guided Web Application Navigation
por: Shahbandeh, Mobina, et al.
Publicado: (2024)

From Imitation to Discrimination: Progressive Curriculum Learning for Robust Web Navigation
por: Peng, Chuang, et al.
Publicado: (2026)

Enhancing LLM Safety via Constrained Direct Preference Optimization
por: Liu, Zixuan, et al.
Publicado: (2024)

WebGuard: Building a Generalizable Guardrail for Web Agents
por: Zheng, Boyuan, et al.
Publicado: (2025)

WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance
por: Liu, Genglin, et al.
Publicado: (2025)

Evaluating Cultural and Social Awareness of LLM Web Agents
por: Qiu, Haoyi, et al.
Publicado: (2024)

WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents
por: Liu, Junteng, et al.
Publicado: (2025)

UXAgent: An LLM Agent-Based Usability Testing Framework for Web Design
por: Lu, Yuxuan, et al.
Publicado: (2025)

WebDS: An End-to-End Benchmark for Web-based Data Science
por: Hsu, Ethan, et al.
Publicado: (2025)

Beyond the Surface: Measuring Self-Preference in LLM Judgments
por: Chen, Zhi-Yuan, et al.
Publicado: (2025)

EconWebArena: Benchmarking Autonomous Agents on Economic Tasks in Realistic Web Environments
por: Liu, Zefang, et al.
Publicado: (2025)

MAmmoTH2: Scaling Instructions from the Web
por: Yue, Xiang, et al.
Publicado: (2024)

WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model
por: Fang, Tianqing, et al.
Publicado: (2025)

Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
por: Fan, Chongyu, et al.
Publicado: (2024)

X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
por: Wang, Peng, et al.
Publicado: (2025)

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
por: Chae, Hyungjoo, et al.
Publicado: (2025)

WebXSkill: Skill Learning for Autonomous Web Agents
por: Wang, Zhaoyang, et al.
Publicado: (2026)

DynaWeb: Model-Based Reinforcement Learning of Web Agents
por: Ding, Hang, et al.
Publicado: (2026)

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

UXAgent: A System for Simulating Usability Testing of Web Design with LLM Agents
por: Lu, Yuxuan, et al.
Publicado: (2025)

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
por: He, Hongliang, et al.
Publicado: (2024)

Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data
por: Wang, Yudong, et al.
Publicado: (2025)

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

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms
por: Zhang, Zhisong, et al.
Publicado: (2025)

Web World Models
por: Feng, Jichen, et al.
Publicado: (2025)