Cover Image

WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Minda, Fang, Tianqing, Zhang, Jianshu, Ma, Junyu, Zhang, Zhisong, Zhou, Jingyan, Zhang, Hongming, Mi, Haitao, Yu, Dong, King, Irwin
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation
by: Ma, Junyu, et al.
Published: (2025)

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

WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
by: Wang, Rui, et al.
Published: (2025)

VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models
by: Zhang, Ce, et al.
Published: (2025)

ConMax: Confidence-Maximizing Compression for Efficient Chain-of-Thought Reasoning
by: Hu, Minda, et al.
Published: (2026)

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

UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression
by: Deng, Chenlong, et al.
Published: (2025)

InComeS: Integrating Compression and Selection Mechanisms into LLMs for Efficient Model Editing
by: Li, Shuaiyi, et al.
Published: (2025)

Rethinking Machine Ethics -- Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?
by: Zhou, Jingyan, et al.
Published: (2023)

World-Model-Augmented Web Agents with Action Correction
by: Shen, Zhouzhou, et al.
Published: (2026)

Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models
by: Zhang, Zhisong, et al.
Published: (2024)

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
by: He, Hongliang, et al.
Published: (2024)

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

Toward Adaptive Reasoning in Large Language Models with Thought Rollback
by: Chen, Sijia, et al.
Published: (2024)

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

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
by: Zhang, Weizhi, et al.
Published: (2025)

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

Abstraction-of-Thought Makes Language Models Better Reasoners
by: Hong, Ruixin, et al.
Published: (2024)

LiteWebAgent: The Open-Source Suite for VLM-Based Web-Agent Applications
by: Zhang, Danqing, et al.
Published: (2025)

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
by: Fang, Tianqing, et al.
Published: (2025)

Measure Twice, Click Once: Co-evolving Proposer and Visual Critic via Reinforcement Learning for GUI Grounding
by: Wang, Wenkai, et al.
Published: (2026)

Low-Bit Quantization Favors Undertrained LLMs: Scaling Laws for Quantized LLMs with 100T Training Tokens
by: Ouyang, Xu, et al.
Published: (2024)

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

CEO: Corpus-based Open-Domain Event Ontology Induction
by: Xu, Nan, et al.
Published: (2023)

WebArbiter: A Principle-Guided Reasoning Process Reward Model for Web Agents
by: Zhang, Yao, et al.
Published: (2026)

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models
by: Zhao, Xinran, et al.
Published: (2024)

ACRFence: Preventing Semantic Rollback Attacks in Agent Checkpoint-Restore
by: Zheng, Yusheng, et al.
Published: (2026)

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning
by: Fang, Tianqing, et al.
Published: (2023)

CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning
by: Feng, Kehua, et al.
Published: (2025)

Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning
by: Tian, Shulin, et al.
Published: (2025)

WebUncertainty: Dual-Level Uncertainty Driven Planning and Reasoning For Autonomous Web Agent
by: Zhang, Lingfeng, et al.
Published: (2026)

CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning
by: Fang, Yuanheng, et al.
Published: (2025)

Verified Critical Step Optimization for LLM Agents
by: Li, Mukai, et al.
Published: (2026)

SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
by: Shen, Yuhao, et al.
Published: (2025)

The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing
by: Li, Muzhi, et al.
Published: (2024)

CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
by: Li, Feiyang, et al.
Published: (2025)

Pause and Reflect: Conformal Aggregation for Chain-of-Thought Reasoning
by: Gu, Yu, et al.
Published: (2026)

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration
by: Zhang, Qifan, et al.
Published: (2026)

CAP-CoT: Cycle Adversarial Prompt for Improving Chain of Thoughts in LLM Reasoning
by: Chen, Shuxu, et al.
Published: (2026)