Cover Image

BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Qinzhuo, Gao, Pengzhi, Liu, Wei, Luan, Jian
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MobileBench-OL: A Comprehensive Chinese Benchmark for Evaluating Mobile GUI Agents in Real-World Environment
by: Wu, Qinzhuo, et al.
Published: (2026)

ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation
by: Wu, Qinzhuo, et al.
Published: (2025)

Backtracking for Safety
by: Sel, Bilgehan, et al.
Published: (2025)

Correction with Backtracking Reduces Hallucination in Summarization
by: Liu, Zhenzhen, et al.
Published: (2023)

BEAP-Agent: Backtrackable Execution and Adaptive Planning for GUI Agents
by: Lu, Ziyu, et al.
Published: (2026)

ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback
by: Wu, Qinzhuo, et al.
Published: (2024)

Backtracking Improves Generation Safety
by: Zhang, Yiming, et al.
Published: (2024)

Reinforcement Learning with Backtracking Feedback
by: Sel, Bilgehan, et al.
Published: (2026)

Emergent Search and Backtracking in Latent Reasoning Models
by: Cui, Jasmine, et al.
Published: (2026)

GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning
by: Gao, Longxi, et al.
Published: (2025)

MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning
by: Huang, Kun, et al.
Published: (2025)

ASTRO: Teaching Language Models to Reason by Reflecting and Backtracking In-Context
by: Kim, Joongwon, et al.
Published: (2025)

Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models
by: Yang, Xiao-Wen, et al.
Published: (2025)

Steering When Necessary: Flexible Steering Large Language Models with Backtracking
by: Cheng, Zifeng, et al.
Published: (2025)

GUI-PRA: Process Reward Agent for GUI Tasks
by: Xiong, Tao, et al.
Published: (2025)

Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation
by: Wang, Bing, et al.
Published: (2026)

Mobile-Bench-v2: A More Realistic and Comprehensive Benchmark for VLM-based Mobile Agents
by: Xu, Weikai, et al.
Published: (2025)

Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model
by: Dong, Yihong, et al.
Published: (2025)

Scaling, Benchmarking, and Reasoning of Vision-Language Agents for Mobile GUI Navigation
by: Qu, Heng, et al.
Published: (2026)

MobileVLM: A Vision-Language Model for Better Intra- and Inter-UI Understanding
by: Wu, Qinzhuo, et al.
Published: (2024)

SimuWoB: Simulating Real-World Mobile Apps for Fast and Faithful GUI Agent Benchmarking
by: Liu, Guohong, et al.
Published: (2026)

STEP: Success-Rate-Aware Trajectory-Efficient Policy Optimization
by: Chen, Yuhan, et al.
Published: (2025)

Mobile GUI Agents under Real-world Threats: Are We There Yet?
by: Liu, Guohong, et al.
Published: (2025)

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
by: Wu, Qianhui, et al.
Published: (2025)

Mobile-Agent-v3.5: Multi-platform Fundamental GUI Agents
by: Xu, Haiyang, et al.
Published: (2026)

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
by: Liu, Yuhang, et al.
Published: (2025)

META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI
by: Sun, Liangtai, et al.
Published: (2022)

Natural Counterfactuals With Necessary Backtracking
by: Hao, Guang-Yuan, et al.
Published: (2024)

BAMAX: Backtrack Assisted Multi-Agent Exploration using Reinforcement Learning
by: Kalra, Geetansh, et al.
Published: (2024)

Adaptive Milestone Reward for GUI Agents
by: Zheng, Congmin, et al.
Published: (2026)

GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL
by: Yang, Rui, et al.
Published: (2026)

InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
by: Liu, Yuhang, et al.
Published: (2025)

History-Aware Reasoning for GUI Agents
by: Wang, Ziwei, et al.
Published: (2025)

Can Transformers Learn to Verify During Backtracking Search?
by: Phua, Yin Jun, et al.
Published: (2026)

RISK: A Framework for GUI Agents in E-commerce Risk Management
by: Chen, Renqi, et al.
Published: (2025)

UITron-Speech: Towards Automated GUI Agents Based on Speech Instructions
by: Han, Wenkang, et al.
Published: (2025)

Retrieval-augmented GUI Agents with Generative Guidelines
by: Xu, Ran, et al.
Published: (2025)

See, Think, Act: Teaching Multimodal Agents to Effectively Interact with GUI by Identifying Toggles
by: Wu, Zongru, et al.
Published: (2025)

Large Language Model-Brained GUI Agents: A Survey
by: Zhang, Chaoyun, et al.
Published: (2024)

Revisiting Entropy in Reinforcement Learning for Large Reasoning Models
by: Jin, Renren, et al.
Published: (2025)