Cover Image

Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	He, Shiqi, Cui, Yue, Ma, Xinyu, Li, Yaliang, Ding, Bolin, Chowdhury, Mosharaf
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mordal: Automated Pretrained Model Selection for Vision Language Models
by: He, Shiqi, et al.
Published: (2025)

Towards Anthropomorphic Conversational AI Part I: A Practical Framework
by: Wei, Fei, et al.
Published: (2025)

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions
by: Yu, Tao, et al.
Published: (2025)

BiMix: A Bivariate Data Mixing Law for Language Model Pretraining
by: Ge, Ce, et al.
Published: (2024)

Designing Algorithms Empowered by Language Models: An Analytical Framework, Case Studies, and Insights
by: Chen, Yanxi, et al.
Published: (2024)

Provable Scaling Laws for the Test-Time Compute of Large Language Models
by: Chen, Yanxi, et al.
Published: (2024)

EE-Tuning: An Economical yet Scalable Solution for Tuning Early-Exit Large Language Models
by: Pan, Xuchen, et al.
Published: (2024)

Reinforced Efficient Reasoning via Semantically Diverse Exploration
by: Zhao, Ziqi, et al.
Published: (2026)

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

WebChoreArena: Evaluating Web Browsing Agents on Realistic Tedious Web Tasks
by: Miyai, Atsuyuki, et al.
Published: (2025)

Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents
by: Guo, Yuhan, et al.
Published: (2025)

Talk to Right Specialists: Iterative Routing in Multi-agent Systems for Question Answering
by: Wu, Feijie, et al.
Published: (2025)

ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph
by: Jiang, Jinhao, et al.
Published: (2023)

Grounded in Reality: Learning and Deploying Proactive LLM from Offline Logs
by: Wei, Fei, et al.
Published: (2025)

MM-BrowseComp: A Comprehensive Benchmark for Multimodal Browsing Agents
by: Li, Shilong, et al.
Published: (2025)

Entropy-Gated Branching for Efficient Test-Time Reasoning
by: Li, Xianzhi, et al.
Published: (2025)

LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models
by: He, Kang, et al.
Published: (2025)

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

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

Reasoning in Action: MCTS-Driven Knowledge Retrieval for Large Language Models
by: Liu, Shuqi, et al.
Published: (2025)

Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends
by: Yao, Chaorui, et al.
Published: (2025)

Subjective Behaviors and Preferences in LLM: Language of Browsing
by: Sundaresan, Sai, et al.
Published: (2025)

Efficient Large Language Models: A Survey
by: Wan, Zhongwei, et al.
Published: (2023)

LongReasonArena: A Long Reasoning Benchmark for Large Language Models
by: Ding, Jiayu, et al.
Published: (2025)

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

Incentivizing Strong Reasoning from Weak Supervision
by: Yuan, Yige, et al.
Published: (2025)

Go-Browse: Training Web Agents with Structured Exploration
by: Gandhi, Apurva, et al.
Published: (2025)

KAIROS: Stateful, Context-Aware Power-Efficient Agentic Inference Serving
by: Yuan, Yichao, et al.
Published: (2026)

Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution
by: Cao, Zouying, et al.
Published: (2025)

A Bargaining-based Approach for Feature Trading in Vertical Federated Learning
by: Cui, Yue, et al.
Published: (2024)

A Case Study of Web App Coding with OpenAI Reasoning Models
by: Cui, Yi
Published: (2024)

Explore-Execute Chain: Towards an Efficient Structured Reasoning Paradigm
by: Yang, Kaisen, et al.
Published: (2025)

Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning
by: Cheng, Xiaoxue, et al.
Published: (2025)

Tree-based Models for Vertical Federated Learning: A Survey
by: Qian, Bingchen, et al.
Published: (2025)

WebOperator: Action-Aware Tree Search for Autonomous Agents in Web Environment
by: Dihan, Mahir Labib, et al.
Published: (2025)

Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning
by: CH-Wang, Sky, et al.
Published: (2025)

Detecting RLVR Training Data via Structural Convergence of Reasoning
by: Zhang, Hongbo, et al.
Published: (2026)

An Auction-based Marketplace for Model Trading in Federated Learning
by: Cui, Yue, et al.
Published: (2024)

Improving Context Fidelity via Native Retrieval-Augmented Reasoning
by: Wang, Suyuchen, et al.
Published: (2025)

Amory: Building Coherent Narrative-Driven Agent Memory through Agentic Reasoning
by: Zhou, Yue, et al.
Published: (2026)