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Tag: gui-agent

242 items with this tag.

Aug 20, 2026
Step-Level Credit Assignment：从 trajectory-level reward 反推步级监督
Aug 20, 2026
Computer-Use Agents: A Unified Survey of Models, Learning, Environments, Evaluation, and Deployment
Aug 20, 2026
Web Agent Harness 设计：动作接口、执行循环与上下文预算
Aug 20, 2026
面向云手机复杂任务的高效可靠 GUI VLA 模型技术报告
Aug 20, 2026
Self-Initiated Fork：分支决策作为 GUI agent 的可学习动作
Aug 20, 2026
MismatchTriage: Measuring and Closing Recovery-Selection Regret in GUI Agents
Aug 20, 2026
AFE-MiniSuite: Agent-Facing Web Runtime Affordance 的因果消融
Aug 20, 2026
Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation
- VLM
- gui-agent
Aug 20, 2026
Principles of Mixed-Initiative User Interfaces
- gui-agent
- hci
Aug 20, 2026
Humans and Automation: Use, Misuse, Disuse, Abuse
Aug 20, 2026
UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations
Aug 20, 2026
StepReflect: Structured UI Transition Reflection for Mobile GUI Agents
- gui-agent
- agentic-RL
Aug 20, 2026
Screenshots or Tools? Eliciting Tool Use and Managing Multimodal Context in Hybrid GUI-MCP Computer-Use Agents
Aug 20, 2026
Test-Time Self-Evolving GUI Visual Grounding via Reflection-Guided On-Policy Self-Distillation
- gui-agent
- agentic-RL
Aug 20, 2026
Qwen-CUA: Native Computer Use for (almost) Everything
Aug 20, 2026
MissClick: Exploiting Digit-Serialized Coordinates to Attack GUI Grounding Models
- gui-agent
- VLM
Aug 20, 2026
LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks
Aug 20, 2026
Invisible Ink Threats: Adversarial Goals Behind Legitimate Tasks in Computer-Use Agents
Aug 20, 2026
The Next Screenshot Knows: Gated Hindsight Distillation for Mobile GUI Agents
- gui-agent
- agentic-RL
Aug 20, 2026
GUI-Lens: Coarse-to-Fine Cropping for GUI Grounding with General-Purpose VLMs
Aug 20, 2026
DarwinX: Evolving Agent Harnesses Through Natural Selection
Aug 20, 2026
AppDeltaWorld: Transition-Grounded Delta Code World Model for Mobile GUI Agents
Aug 20, 2026
Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents
Aug 20, 2026
Plover: Steering GUI Agents through Plan-Centric Interaction
Aug 20, 2026
A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction
- gui-agent
- computer-use
Aug 20, 2026
WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments
Aug 20, 2026
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models
Aug 20, 2026
WebForge: Breaking the Realism-Reproducibility-Scalability Trilemma in Browser Agent Benchmark
- gui-agent
- web-agent
Aug 20, 2026
UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning
Aug 20, 2026
Untrusted Content Masking for Web Agents with Security Guarantees
- web-agent
- gui-agent
Aug 20, 2026
Don't Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction
- gui-agent
- agentic-RL
Aug 20, 2026
VLAA-GUI: Knowing When to Stop, Recover, and Search, A Modular Framework for GUI Automation
Aug 20, 2026
Teach it to stop, not just to click
Aug 20, 2026
How Benchmarks Mis-Score Computer-Use Agents
Aug 20, 2026
TACTILE: Giving Computer-Using Agents Hands and Feet
- computer-use
- gui-agent
Aug 20, 2026
The Tool Illusion: Rethinking Tool Use in Web Agents
Aug 20, 2026
A Task-State Representation for Long-Horizon Mobile GUI Agents
- gui-agent
- task-planning
Aug 20, 2026
Step-level Optimization for Efficient Computer-use Agents
Aug 20, 2026
StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents
Aug 20, 2026
Sidekick: Designing Communication for Effective Multitasking with Computer Use Agents
- computer-use
- gui-agent
Aug 20, 2026
SeerGuard: A Safety Framework for Mobile GUI Agents via World Model Prediction
- gui-agent
- world-model
Aug 20, 2026
Multi-Head Latent Control: A Unified Interface for LLM Agent Decision Making
Aug 20, 2026
SOLAR-RL: Semi-Online Long-horizon Assignment Reinforcement Learning for GUI Agents
Aug 20, 2026
Read More, Think More: Revisiting Observation Reduction for Web Agents
- web-agent
- gui-agent
Aug 20, 2026
SEE: Structure-aware Exploring & Exploiting for Long-horizon GUI Agent Trajectory Synthesis
- gui-agent
- task-planning
Aug 20, 2026
MAGA: Multi-Platform Self-Fusion of GUI Agents via Structured Action Distillation
Aug 20, 2026
See, Think, Act: Teaching Multimodal Agents to Effectively Interact with GUI by Identifying Toggles
Aug 20, 2026
MAG: A Web-Agent Benchmark and Harness for Multimodal Action and Guide Generation
Aug 20, 2026
GUI Agents with Reinforcement Learning: Toward Digital Inhabitants
Aug 20, 2026
SCALECUA: Scaling Computer Use Agents with Verifiable Task Synthesis and Efficient Online RL
Aug 20, 2026
KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill
Aug 20, 2026
SWE-Explore: Benchmarking How Coding Agents Explore Repositories
- gui-agent
- LLM
Aug 20, 2026
Interactive Reward Agent: GUI Task Evaluation via Environment-State Verification
Aug 20, 2026
Speculative Rollback Correction for Quality-Diverse Web Agent Imitation
Aug 20, 2026
HyMobileAgent: Data-Environment Co-Scaling for Efficient GUI Agents
- gui-agent
- agentic-RL
Aug 20, 2026
DualMirage: Hunting Stealthy Multimodal LLM Agents via CAPTCHAs with Contour and Adversarial Illusions
Aug 20, 2026
OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis
- gui-agent
- computer-use
Aug 20, 2026
Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks
Aug 20, 2026
DRS-GUI: Dynamic Region Search for Training-Free GUI Grounding
- gui-agent
- VLM
Aug 20, 2026
Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure
Aug 20, 2026
GoClick: Lightweight Element Grounding Model for Autonomous GUI Interaction
- gui-agent
- VLM
Aug 20, 2026
EvoGUI: An Evolution-Aware Benchmark for GUI State-Transition Understanding
- gui-agent
- VLM
Aug 20, 2026
EvoCUA-1.5: Online Reinforcement Learning for Multi-turn Computer-Use Agents
Aug 20, 2026
CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents
Aug 20, 2026
CGL: Advancing Continual GUI Learning via Reinforcement Fine-Tuning
Aug 20, 2026
BraveGuard: From Open-World Threats to Safer Computer-Use Agents
- computer-use
- gui-agent
Aug 20, 2026
BAMI: Training-Free Bias Mitigation in GUI Grounding
Aug 20, 2026
AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents
Aug 20, 2026
On Safety Risks in Experience-Driven Self-Evolving Agents
Aug 20, 2026
Agents' Last Exam
Aug 20, 2026
OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks
Aug 20, 2026
Capable but Careless: Do Computer-Use Agents Follow Contextual Integrity?
- computer-use
- gui-agent
Aug 20, 2026
OS-Oracle: A Comprehensive Framework for Cross-Platform GUI Critic Models
Aug 20, 2026
Why Are GUI Agents Correct but Late? Decode on the Decision-Time Critical Path, Tested with Pre-Compiled Policy Trees
Aug 20, 2026
Naive Visual Memory is Not Enough: A Failure-Mode Study of GUI Agents
- gui-agent
- computer-use
Aug 20, 2026
iSHIFT: Lightweight Slow-Fast GUI Agent with Adaptive Perception
Aug 20, 2026
Xiaomi-GUI-0 Technical Report
- gui-agent
- agentic-RL
Aug 20, 2026
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents
Aug 20, 2026
MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents
Aug 20, 2026
AdapAction: Adaptive Target Action Backdoor Attack against GUI Agents
Aug 20, 2026
WebGym: Scaling Training Environments for Long-Horizon Visual Web Agents with Realistic Tasks
Aug 20, 2026
WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces
Aug 20, 2026
MobileForge: Annotation-Free Adaptation for Mobile GUI Agents with Hierarchical Feedback-Guided Policy Optimization
Aug 20, 2026
MemGUI-Agent: An End-to-End Long-Horizon Mobile GUI Agent with Proactive Context Management
Aug 20, 2026
MVP: Multiple View Prediction Improves GUI Grounding
Aug 20, 2026
AutoGUI-v2: A Comprehensive Multi-Modal GUI Functionality Understanding Benchmark
- gui-agent
- VLM
Aug 20, 2026
MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models
Aug 20, 2026
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond
Aug 20, 2026
Multi-Agent Computer Use
Aug 20, 2026
Agentic Compilation: Mitigating the LLM Rerun Crisis for Minimized-Inference-Cost Web Automation
Aug 20, 2026
Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
Aug 20, 2026
Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection
Aug 20, 2026
Escaping the Context Bottleneck: Active Context Curation for LLM Agents via Reinforcement Learning
Aug 20, 2026
Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration
Aug 20, 2026
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
Aug 20, 2026
Learning from Failure: Inference-Time Self-Improvement for Computer-Use Agents
Aug 20, 2026
WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces
Aug 20, 2026
LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents
Aug 20, 2026
SecAgent: Efficient Mobile GUI Agent with Semantic Context
Aug 20, 2026
Efficient Long-Horizon GUI Agents via Training-Free KV Cache Compression
- gui-agent
- VLM
Aug 20, 2026
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts
- web-agent
- gui-agent
Aug 20, 2026
T^2PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning
- agentic-RL
- gui-agent
Aug 20, 2026
Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation
Aug 20, 2026
Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding
- gui-agent
- VLM
Aug 20, 2026
IAG: Input-aware Backdoor Attack on VLM-based Visual Grounding
- VLM
- gui-agent
Aug 20, 2026
SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?
Aug 20, 2026
HiconAgent: History Context-aware Policy Optimization for GUI Agents
Aug 20, 2026
A History-Aware Visually Grounded Critic for Computer Use Agents
Aug 20, 2026
PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents
Aug 20, 2026
Region4Web: Rethinking Observation Space Granularity for Web Agents
- web-agent
- gui-agent
Aug 20, 2026
STaR-KV: Spatio-Temporal Adaptive Re-weighting for KV Cache Compression in GUI Vision-Language Models
Aug 20, 2026
SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks
Aug 20, 2026
HATS: Hardness-Aware Trajectory Synthesis for GUI Agents
Aug 20, 2026
Web Agents Should Adopt the Plan-Then-Execute Paradigm
Aug 20, 2026
π-Bench: Evaluating Proactive Personal Assistant Agents in Long-Horizon Workflows
Aug 20, 2026
PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control
- gui-agent
- agentic-RL
Aug 20, 2026
OpenComputer: Verifiable Software Worlds for Computer-Use Agents
- computer-use
- gui-agent
Aug 20, 2026
Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents
Aug 20, 2026
OmniGUI: Benchmarking GUI Agents in Omni-Modal Smartphone Environments
Aug 20, 2026
ShowUI-π: Flow-based Generative Models as GUI Dexterous Hands
Aug 20, 2026
GUI vs. CLI: Execution Bottlenecks in Screen-Only and Skill-Mediated Computer-Use Agents
Aug 20, 2026
GUI-SAGE: Enhancing GUI Automation with Self-Explanatory Learning
Aug 20, 2026
How Mobile World Model Guides GUI Agents?
Aug 20, 2026
GUIDE: A Benchmark for Understanding and Assisting Users in Open-Ended GUI Tasks
Aug 20, 2026
MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research
- gui-agent
- agentic-RL
Aug 20, 2026
GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots
- gui-agent
- agentic-RL
Aug 20, 2026
Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
Aug 20, 2026
MementoGUI: Learning Agentic Multimodal Memory Control for Long-Horizon GUI Agents
Aug 20, 2026
AndroTMem: From Interaction Trajectories to Anchored Memory in Long-Horizon GUI Agents
- gui-agent
- task-planning
Aug 20, 2026
Mem-W: Latent Memory-Native GUI Agents
Aug 20, 2026
MMSkills: Towards Multimodal Skills for General Visual Agents
Aug 20, 2026
Revisiting Observation Reduction for Web Agents: Comprehensive Evaluation with a Lightweight Framework
- web-agent
- gui-agent
Aug 20, 2026
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
Aug 20, 2026
Evaluating and Easing Hallucinations for GUI Grounding
Aug 20, 2026
LiteGUI: Distilling Compact GUI Agents with Reinforcement Learning
Aug 20, 2026
Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents
- gui-agent
- agentic-RL
Aug 20, 2026
What You Think is What You See: Driving Exploration in VLM Agents via Visual-Linguistic Curiosity
Aug 20, 2026
Don't Click That: Teaching Web Agents to Resist Deceptive Interfaces
Aug 20, 2026
Agentic Reward Modeling: Verifying GUI Agent via Online Proactive Interaction
Aug 20, 2026
ENVS: Environment-Native Verified Search for Long-Horizon GUI Agents
Aug 20, 2026
CutVerse: A Compositional GUI Agents Benchmark for Media Post-Production Editing
- gui-agent
- computer-use
Aug 20, 2026
Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs
Aug 20, 2026
ToolTok: Tool Tokenization for Efficient and Generalizable GUI Agents
Aug 20, 2026
Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation
Aug 20, 2026
Code as Agent Harness: Toward Executable, Verifiable, and Stateful Agent Systems
Aug 20, 2026
Covering Human Action Space for Computer Use: Data Synthesis and Benchmark
- gui-agent
- computer-use
Aug 20, 2026
CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
Aug 20, 2026
Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for LLM Agent Training
- agentic-RL
- gui-agent
Aug 20, 2026
Beyond Binary: Reframing GUI Critique as Continuous Semantic Alignment
Aug 20, 2026
MemGUI-Bench: Benchmarking Memory of Mobile GUI Agents in Dynamic Environments
- gui-agent
- task-planning
Aug 20, 2026
OpenCUA: Open Foundations for Computer-Use Agents
Aug 20, 2026
AmbiBench: Benchmarking Mobile GUI Agents Beyond One-Shot Instructions in the Wild
- gui-agent
- instruction-following
Aug 20, 2026
Agent Alpha: Tree Search Unifying Generation, Exploration and Evaluation for Computer-Use Agents
- computer-use
- gui-agent
Aug 20, 2026
ActionEngine: From Reactive to Programmatic GUI Agents via State Machine Memory
Aug 20, 2026
ANCHOR: Branch-Point Data Generation for GUI Agents
- gui-agent
- computer-use
Aug 20, 2026
OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
Aug 20, 2026
AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding
Aug 20, 2026
Adaptive Milestone Reward for GUI Agents
Aug 20, 2026
Autonomous Continual Learning for Environment Adaptation of Computer-Use Agents
Aug 20, 2026
ZonUI-3B: Competitive GUI Grounding with a 3B VLM Trained on a Single Consumer GPU
Aug 20, 2026
AndroidDaily: A Verifiable Benchmark for Mobile GUI Agents on Real-World Closed-Source Applications
- gui-agent
Aug 20, 2026
WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks
Aug 20, 2026
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL
- gui-agent
- agentic-RL
Aug 20, 2026
ComputerRL: Scaling End-to-End Online Reinforcement Learning for Computer Use Agents
Aug 20, 2026
CoAct-1: Computer-using Multi-agent System with Coding Actions
Aug 20, 2026
A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains
- web-agent
- gui-agent
Aug 20, 2026
PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records
Aug 20, 2026
Agentic Test-Time Scaling for WebAgents
Aug 20, 2026
OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution
Aug 20, 2026
OS-Marathon: Benchmarking Computer-Use Agents on Long-Horizon Repetitive Tasks
Aug 20, 2026
MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution
- gui-agent
- task-planning
Aug 20, 2026
GUIGuard-Bench: Toward a General Evaluation for Privacy-Preserving GUI Agents
Aug 20, 2026
EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience
Aug 20, 2026
Compress to Focus: Efficient Coordinate Compression for Policy Optimization in Multi-Turn GUI Agents
- gui-agent
- agentic-RL
Aug 20, 2026
GPT-4V(ision) is a Generalist Web Agent, if Grounded
Aug 20, 2026
AFRAgent : An Adaptive Feature Renormalization Based High Resolution Aware GUI agent
Aug 20, 2026
WebHarbor: Docking Real Websites for Evolving GUI Agent Environments
Aug 20, 2026
Scalable Video-to-Dataset Generation for Cross-Platform Mobile Agents
Aug 20, 2026
OSWorld-Human: Benchmarking the Efficiency of Computer-Use Agents
- computer-use
- gui-agent
Aug 20, 2026
MP-GUI: Modality Perception with MLLMs for GUI Understanding
Aug 20, 2026
MCPWorld: A Unified Benchmarking Testbed for API, GUI, and Hybrid Computer Use Agents
- computer-use
- gui-agent
Aug 20, 2026
MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments
Aug 20, 2026
MobiBench: Multi-Branch, Modular Benchmark for Mobile GUI Agents
- gui-agent
Aug 20, 2026
CogAgent: A Visual Language Model for GUI Agents
Aug 20, 2026
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Aug 20, 2026
MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning
- gui-agent
- agentic-RL
Aug 20, 2026
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
- gui-agent
- computer-use
Aug 20, 2026
The BrowserGym Ecosystem for Web Agent Research
Aug 20, 2026
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
Aug 20, 2026
BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism
- gui-agent
- agentic-RL
Aug 20, 2026
AgentProg: Empowering Long-Horizon GUI Agents with Program-Guided Context Management
- gui-agent
- task-planning
Aug 20, 2026
Prune4Web: DOM Tree Pruning Programming for Web Agent
- web-agent
- gui-agent
Aug 20, 2026
ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use
- gui-agent
- computer-use
Aug 20, 2026
Large Language Model-Brained GUI Agents: A Survey
Aug 20, 2026
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents
Aug 20, 2026
Agent S2: A Compositional Generalist-Specialist Framework for Computer Use Agents
Aug 20, 2026
GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding
Aug 20, 2026
Grounding Computer Use Agents on Human Demonstrations
Aug 20, 2026
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
- gui-agent
- web-agent
Aug 20, 2026
WindowsAgentArena: Evaluating Multi-Modal OS Agents at Scale
- computer-use
- gui-agent
Aug 20, 2026
The Impact of Element Ordering on LM Agent Performance
Aug 20, 2026
OmniParser for Pure Vision Based GUI Agent
Aug 20, 2026
Visual Test-time Scaling for GUI Agent Grounding
Aug 20, 2026
LLMs as Scalable, General-Purpose Simulators For Evolving Digital Agent Training
Aug 20, 2026
UINavBench: A Framework for Comprehensive Evaluation of Interactive Digital Agents
Aug 20, 2026
Sikuli: Using GUI Screenshots for Search and Automation
- gui-agent
- computer-use
Aug 20, 2026
The Unreasonable Effectiveness of Scaling Agents for Computer Use
Aug 20, 2026
拔电源测试：GUI Agent 的状态笔记能当 checkpoint 用吗
Aug 20, 2026
Self-Initiated Fork：让 GUI agent 学会何时分支
Aug 20, 2026
Scale-Invariant GUI Grounding via Multi-Resolution Feature Pyramid
Aug 20, 2026
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
- computer-use
- gui-agent
Aug 20, 2026
Restoration Fidelity：回溯没恢复的那部分状态，及其对分支收益与训练数据的污染
Aug 20, 2026
Representation-Selection Regret：固定观察表示在 web agent 上留下多少可收回的成功率
Aug 20, 2026
Personalized Safety for Computer-Use Agents
- computer-use
- gui-agent
Aug 20, 2026
MGA: Memory-Driven GUI Agent for Observation-Centric Interaction
- gui-agent
- computer-use
Aug 20, 2026
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining
Aug 20, 2026
Recovery-Selection Gap：GUI Agent 的固定恢复策略留下多少可收回的成功率
Aug 20, 2026
Dual-View Visual Contextualization for Web Navigation
Aug 20, 2026
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
- web-agent
- gui-agent
Aug 20, 2026
On the Effects of Data Scale on UI Control Agents
- gui-agent
- computer-use
Aug 20, 2026
Digi-Q: Learning Q-Value Functions for Training Device-Control Agents
Aug 20, 2026
FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents
- web-agent
- gui-agent
Aug 20, 2026
Hybrid Verifier-Grounded GUI Runtime
Aug 20, 2026
Fork-Point Credit Assignment for Long-Horizon GUI Tasks
Aug 20, 2026
UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Aug 20, 2026
Evidence-Dependent GUI Grounding
- gui-agent
- VLM
Aug 20, 2026
Alignment-vs-Length：web agent 观察优化的杠杆是"对齐"还是"变短"？
Aug 20, 2026
Agent-Facing Web Runtime Affordances
Aug 20, 2026
Adversarial Verification for Self-Correcting GUI Agent Improvement
Aug 20, 2026
AFE-MiniSuite: Causal Ablation of Agent-Facing Web Runtime Affordances
Aug 20, 2026
Scale-Invariant GUI Grounding via Multi-Resolution Feature Pyramid
Aug 20, 2026
CUARewardBench: A Benchmark for Evaluating Reward Models on Computer-using Agent
Aug 20, 2026
A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions
Aug 20, 2026
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Jul 03, 2026
2026-07-03-Autoresearch-AllTopics-Update
Jul 01, 2026
2026-07-01-Autoresearch-AllTopics-Update
Jun 24, 2026
GUI Environment 近期工作调研与 Agent-Facing Runtime 选题更新
Jun 23, 2026
Agent-Friendly Environment 简短 Proposal
Jun 23, 2026
Agent-Friendly Web Runtime 研究设想
Jun 23, 2026
GUI Agent 后续方向与发展趋势判断
Jun 23, 2026
WebGym 与 AsyncWebRL 阅读报告
May 04, 2026
2026-05-04-StateSummary

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