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Tag: web-agent
172 items with this tag.
Aug 20, 2026
Computer-Use Agents: A Unified Survey of Models, Learning, Environments, Evaluation, and Deployment
survey
gui-agent
computer-use
web-agent
mobile-agent
os-agent
agentic-RL
Aug 20, 2026
Web Agent Harness 设计：动作接口、执行循环与上下文预算
survey
web-agent
gui-agent
task-planning
LLM
Aug 20, 2026
AFE-MiniSuite: Agent-Facing Web Runtime Affordance 的因果消融
gui-agent
web-agent
computer-use
environment
agent-facing-runtime
Aug 20, 2026
DarwinX: Evolving Agent Harnesses Through Natural Selection
task-planning
gui-agent
web-agent
Aug 20, 2026
WebForge: Breaking the Realism-Reproducibility-Scalability Trilemma in Browser Agent Benchmark
gui-agent
web-agent
Aug 20, 2026
Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification
web-agent
LLM
Aug 20, 2026
Untrusted Content Masking for Web Agents with Security Guarantees
web-agent
gui-agent
Aug 20, 2026
How Benchmarks Mis-Score Computer-Use Agents
computer-use
gui-agent
web-agent
benchmark
evaluation
LLM
Aug 20, 2026
The Tool Illusion: Rethinking Tool Use in Web Agents
web-agent
gui-agent
task-planning
Aug 20, 2026
SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration
web-agent
task-planning
LLM
Aug 20, 2026
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
VLM
agentic-RL
web-agent
Aug 20, 2026
Read More, Think More: Revisiting Observation Reduction for Web Agents
web-agent
gui-agent
Aug 20, 2026
MAG: A Web-Agent Benchmark and Harness for Multimodal Action and Guide Generation
web-agent
agentic-RL
gui-agent
Aug 20, 2026
SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research
web-agent
task-planning
LLM
Aug 20, 2026
Speculative Rollback Correction for Quality-Diverse Web Agent Imitation
web-agent
imitation-learning
gui-agent
Aug 20, 2026
DualMirage: Hunting Stealthy Multimodal LLM Agents via CAPTCHAs with Contour and Adversarial Illusions
web-agent
VLM
gui-agent
Aug 20, 2026
Odysseys: Benchmarking Web Agents on Realistic Long Horizon Tasks
web-agent
computer-use
gui-agent
Aug 20, 2026
A Learning-Rate-Gated Failure of GRPO in a Small Language and Vision-Language Model Web Agent: A Controlled Null and Its Mechanism
agentic-RL
web-agent
Aug 20, 2026
ReFAct: Empowering Multimodal Web Agents with Visual and Context Focusing
web-agent
VLM
agentic-RL
Aug 20, 2026
AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents
web-agent
agentic-RL
gui-agent
Aug 20, 2026
On Safety Risks in Experience-Driven Self-Evolving Agents
agentic-RL
gui-agent
web-agent
Aug 20, 2026
Beyond Static Evaluation: Building Simulation Environments for Scalable Agentic Reinforcement Learning
agentic-RL
web-agent
Aug 20, 2026
Designing Agent-Ready Websites for AI Web Agents: A Framework for Machine Readability, Actionability, and Decision Reliability
web-agent
Aug 20, 2026
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents
agentic-RL
web-agent
Aug 20, 2026
Agentic Abstention: Do Agents Know When to Stop Instead of Act?
computer-use
web-agent
agentic-RL
Aug 20, 2026
Are We Ready For An Agent-Native Memory System?
LLM
web-agent
Aug 20, 2026
MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents
computer-use
gui-agent
web-agent
Aug 20, 2026
WebGym: Scaling Training Environments for Long-Horizon Visual Web Agents with Realistic Tasks
web-agent
gui-agent
agentic-RL
Aug 20, 2026
Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems
computer-use
web-agent
Aug 20, 2026
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
auto-research
LLM
web-agent
Aug 20, 2026
Agentic Compilation: Mitigating the LLM Rerun Crisis for Minimized-Inference-Cost Web Automation
gui-agent
web-agent
task-planning
Aug 20, 2026
WebTrap: Stealthy Mid-Task Hijacking of Browser Agents During Navigation
web-agent
Aug 20, 2026
Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
agentic-RL
web-agent
world-model
Aug 20, 2026
Weasel: Out-of-Domain Generalization for Web Agents via Importance-Diversity Data Selection
web-agent
gui-agent
imitation-learning
Aug 20, 2026
Escaping the Context Bottleneck: Active Context Curation for LLM Agents via Reinforcement Learning
gui-agent
web-agent
agentic-RL
Aug 20, 2026
Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration
web-agent
gui-agent
VLM
Aug 20, 2026
WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces
web-agent
gui-agent
agentic-RL
Aug 20, 2026
LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents
computer-use
gui-agent
web-agent
Aug 20, 2026
SecAgent: Efficient Mobile GUI Agent with Semantic Context
web-agent
Aug 20, 2026
K-BrowseComp: A Web Browsing Agent Benchmark Grounded in Korean Contexts
web-agent
gui-agent
Aug 20, 2026
SaaS-Bench: Can Computer-Use Agents Leverage Real-World SaaS to Solve Professional Workflows?
computer-use
web-agent
gui-agent
Aug 20, 2026
Region4Web: Rethinking Observation Space Granularity for Web Agents
web-agent
gui-agent
Aug 20, 2026
Hybrid Self-evolving Structured Memory for GUI Agents
VLM
task-planning
web-agent
Aug 20, 2026
Web Agents Should Adopt the Plan-Then-Execute Paradigm
web-agent
gui-agent
task-planning
Aug 20, 2026
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents
web-agent
agentic-RL
VLM
Aug 20, 2026
SKILL.nb: Selective Formalization and Gated Execution for Durable Agent Workflows
web-agent
task-planning
Aug 20, 2026
Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents
gui-agent
web-agent
task-planning
Aug 20, 2026
SenseSearch: Empowering Vision-Language Models with High-Resolution Agentic Search-Reasoning via Reinforcement Learning
VLM
agentic-RL
web-agent
Aug 20, 2026
The Behavioral Fabric of LLM-Powered GUI Agents: Human Values and Interaction Outcomes
web-agent
Aug 20, 2026
Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
gui-agent
web-agent
agentic-RL
Aug 20, 2026
Ares: Adaptive Reasoning Effort Selection for Efficient LLM Agents
LLM
web-agent
agentic-RL
Aug 20, 2026
Mem-W: Latent Memory-Native GUI Agents
gui-agent
web-agent
agentic-RL
Aug 20, 2026
AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents
computer-use
web-agent
task-planning
Aug 20, 2026
Revisiting Observation Reduction for Web Agents: Comprehensive Evaluation with a Lightweight Framework
web-agent
gui-agent
Aug 20, 2026
TGPO: Tree-Guided Preference Optimization for Robust Web Agent Reinforcement Learning
web-agent
reinforcement-learning
preference-optimization
credit-assignment
Aug 20, 2026
EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval
agentic-RL
VLM
web-agent
Aug 20, 2026
Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos
web-agent
video-understanding
VLM
Aug 20, 2026
WideSeek-R1: Exploring Width Scaling for Broad Information Seeking via Multi-Agent Reinforcement Learning
agentic-RL
web-agent
Aug 20, 2026
Don't Click That: Teaching Web Agents to Resist Deceptive Interfaces
web-agent
gui-agent
agentic-RL
Aug 20, 2026
World-Model-Augmented Web Agents with Action Correction
web-agent
world-model
task-planning
Aug 20, 2026
Task Decomposition as Reliability Engineering in GUI Agents
web-agent
Aug 20, 2026
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
agentic-RL
web-agent
Aug 20, 2026
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
web-agent
deep-research
multimodal
vision-language
information-seeking
Aug 20, 2026
ActionEngine: From Reactive to Programmatic GUI Agents via State Machine Memory
gui-agent
web-agent
task-planning
Aug 20, 2026
OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
computer-use
gui-agent
web-agent
Aug 20, 2026
WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks
web-agent
agentic-RL
gui-agent
Aug 20, 2026
A Functionality-Grounded Benchmark for Evaluating Web Agents in E-commerce Domains
web-agent
gui-agent
Aug 20, 2026
WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis
web-agent
world-model
task-planning
Aug 20, 2026
WebSailor: Navigating Super-human Reasoning for Web Agent
web-agent
deep-research
information-seeking
reinforcement-learning
reasoning
Aug 20, 2026
Agentic Test-Time Scaling for WebAgents
web-agent
gui-agent
LLM
Aug 20, 2026
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
web-agent
benchmark
multimodal
live-web
evaluation
Aug 20, 2026
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
web-agent
benchmark
multimodal
visual-grounding
evaluation
Aug 20, 2026
Towards Trustworthy GUI Agents: A Survey
web-agent
Aug 20, 2026
Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents
web-agent
Aug 20, 2026
GPT-4V(ision) is a Generalist Web Agent, if Grounded
gui-agent
web-agent
VLM
Aug 20, 2026
A Survey on GUI Agents with Foundation Models Enhanced by Reinforcement Learning
VLA
RL
web-agent
Aug 20, 2026
ScaleTrack: Scaling and back-tracking Automated GUI Agents
imitation-learning
scene-understanding
web-agent
Aug 20, 2026
Retrieval-augmented GUI Agents with Generative Guidelines
VLM
imitation-learning
web-agent
Aug 20, 2026
ProBench: Benchmarking GUI Agents with Accurate Process Information
imitation-learning
web-agent
Aug 20, 2026
WebHarbor: Docking Real Websites for Evolving GUI Agent Environments
web-agent
gui-agent
computer-use
Aug 20, 2026
The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections
web-agent
Aug 20, 2026
MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents
VLM
imitation-learning
web-agent
Aug 20, 2026
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience
RL
task-planning
web-agent
Aug 20, 2026
MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment
navigation
RL
web-agent
Aug 20, 2026
Mobile-Agent-v3: Fundamental Agents for GUI Automation
RL
scene-understanding
web-agent
Aug 20, 2026
MobileDreamer: Generative Sketch World Model for GUI Agent
world-model
task-planning
web-agent
Aug 20, 2026
M$^2$-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining
imitation-learning
web-agent
Aug 20, 2026
Less is More: Empowering GUI Agent with Context-Aware Simplification
navigation
imitation-learning
web-agent
Aug 20, 2026
LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark
imitation-learning
web-agent
Aug 20, 2026
InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
imitation-learning
RL
web-agent
Aug 20, 2026
LaSM: Layer-wise Scaling Mechanism for Defending Pop-up Attack on GUI Agents
imitation-learning
scene-understanding
web-agent
Aug 20, 2026
How Smart Is Your GUI Agent? A Framework for the Future of Software Interaction
web-agent
Aug 20, 2026
Ponder & Press: Advancing Visual GUI Agent towards General Computer Control
imitation-learning
scene-understanding
web-agent
Aug 20, 2026
GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents
scene-understanding
task-planning
web-agent
Aug 20, 2026
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
VLM
scene-understanding
web-agent
Aug 20, 2026
Continual GUI Agents
RL
scene-understanding
web-agent
Aug 20, 2026
GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies
imitation-learning
web-agent
Aug 20, 2026
BEAP-Agent: Backtrackable Execution and Adaptive Planning for GUI Agents
navigation
task-planning
web-agent
Aug 20, 2026
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent
navigation
scene-understanding
web-agent
Aug 20, 2026
GUIOdyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices
navigation
imitation-learning
web-agent
Aug 20, 2026
D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies
imitation-learning
web-agent
Aug 20, 2026
WebOperator: Action-Aware Tree Search for Autonomous Agents in Web Environment
web-agent
task-planning
Aug 20, 2026
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
imitation-learning
scene-understanding
web-agent
Aug 20, 2026
CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation
web-agent
Aug 20, 2026
Towards a Science of Scaling Agent Systems
LLM
task-planning
web-agent
Aug 20, 2026
Chain-of-Memory: Enhancing GUI Agents for Cross-Application Navigation
navigation
imitation-learning
web-agent
Aug 20, 2026
Permission Manifests for Web Agents
web-agent
Aug 20, 2026
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization
VLM
imitation-learning
web-agent
Aug 20, 2026
Auto-scaling Continuous Memory for GUI Agent
VLM
task-planning
web-agent
Aug 20, 2026
AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents
scene-understanding
web-agent
Aug 20, 2026
Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
scene-understanding
web-agent
Aug 20, 2026
AMAP Agentic Planning Technical Report
imitation-learning
task-planning
web-agent
Aug 20, 2026
A3: Android Agent Arena for Mobile GUI Agents with Essential-State Procedural Evaluation
imitation-learning
RL
web-agent
Aug 20, 2026
Go-Browse: Training Web Agents with Structured Exploration
web-agent
agentic-RL
Aug 20, 2026
Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents
web-agent
agentic-RL
Aug 20, 2026
Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
web-agent
navigation
task-planning
Aug 20, 2026
Deep Research Agents: A Systematic Examination And Roadmap
web-agent
deep-research
survey
information-seeking
multi-agent
Aug 20, 2026
GAIA: a benchmark for General AI Assistants
web-agent
benchmark
deep-research
tool-use
evaluation
Aug 20, 2026
AutoDroid-V2: Boosting SLM-based GUI Agents via Code Generation
web-agent
Aug 20, 2026
WebDancer: Towards Autonomous Information Seeking Agency
web-agent
deep-research
information-seeking
reinforcement-learning
react
Aug 20, 2026
WebArena: A Realistic Web Environment for Building Autonomous Agents
web-agent
LLM
computer-use
Aug 20, 2026
The BrowserGym Ecosystem for Web Agent Research
web-agent
gui-agent
computer-use
Aug 20, 2026
AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials
web-agent
gui-agent
VLM
Aug 20, 2026
WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms
web-agent
LLM
Aug 20, 2026
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
web-agent
safety
prompt-injection
benchmark
security
Aug 20, 2026
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
web-agent
reinforcement-learning
curriculum-learning
self-evolving
llm-agent
Aug 20, 2026
Prune4Web: DOM Tree Pruning Programming for Web Agent
web-agent
gui-agent
Aug 20, 2026
Is Your LLM Secretly a World Model of the Internet? Model-Based Planning for Web Agents
web-agent
world-model
task-planning
Aug 20, 2026
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
web-agent
self-improving
skill-induction
memory
llm-agent
Aug 20, 2026
GUI Agents with Foundation Models: A Comprehensive Survey
web-agent
Aug 20, 2026
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
web-agent
Aug 20, 2026
The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use
navigation
imitation-learning
web-agent
Aug 20, 2026
An Illusion of Progress? Assessing the Current State of Web Agents
web-agent
benchmark
evaluation
llm-as-judge
reliability
Aug 20, 2026
NNetNav: Unsupervised Learning of Browser Agents Through Environment Interaction in the Wild
web-agent
agentic-RL
Aug 20, 2026
BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
web-agent
benchmark
deep-research
information-seeking
evaluation
Aug 20, 2026
ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
web-agent
agentic-RL
Aug 20, 2026
AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories
web-agent
agentic-RL
Aug 20, 2026
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
web-agent
survey
llm-agent
web-automation
Aug 20, 2026
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents
gui-agent
web-agent
Aug 20, 2026
Scaling Agent Learning via Experience Synthesis
agentic-RL
world-model
web-agent
Aug 20, 2026
The Impact of Element Ordering on LM Agent Performance
gui-agent
web-agent
VLM
Aug 20, 2026
EIA: Environmental Injection Attack on Generalist Web Agents for Privacy Leakage
web-agent
safety
prompt-injection
privacy
security
Aug 20, 2026
Agent Workflow Memory
web-agent
memory
self-improving
workflow
llm-agent
Aug 20, 2026
WebServ: A Browser-Server Environment for Efficient Training of Reinforcement Learning-based Web Agents at Scale
web-agent
agentic-RL
Aug 20, 2026
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents
web-agent
agentic-RL
Aug 20, 2026
LLMs as Scalable, General-Purpose Simulators For Evolving Digital Agent Training
web-agent
world-model
gui-agent
Aug 20, 2026
Tree Search for Language Model Agents
web-agent
task-planning
Aug 20, 2026
R-WoM: Retrieval-augmented World Model For Computer-use Agents
computer-use
world-model
web-agent
Aug 20, 2026
AI Agents That Matter
LLM
web-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
gui-agent
web-agent
computer-use
Aug 20, 2026
InSTA: Towards Internet-Scale Training For Agents
web-agent
agentic-RL
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
gui-agent
web-agent
research-idea
Aug 20, 2026
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
web-agent
Aug 20, 2026
Dual-View Visual Contextualization for Web Navigation
web-agent
gui-agent
VLM
Aug 20, 2026
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
web-agent
gui-agent
Aug 20, 2026
FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents
web-agent
gui-agent
Aug 20, 2026
Alignment-vs-Length：web agent 观察优化的杠杆是"对齐"还是"变短"？
gui-agent
web-agent
research-idea
Aug 20, 2026
Agent-Facing Web Runtime Affordances
gui-agent
web-agent
computer-use
environment
research-idea
Aug 20, 2026
INREACT: An Inspire-Then-Reinforce Training Framework For Multimodal GUI Agent
web-agent
Aug 20, 2026
AFE-MiniSuite: Causal Ablation of Agent-Facing Web Runtime Affordances
gui-agent
web-agent
computer-use
environment
agent-facing-runtime
Aug 20, 2026
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
web-agent
task-planning
Aug 20, 2026
A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions
computer-use
gui-agent
web-agent
Aug 20, 2026
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
web-agent
deep-research
information-seeking
reinforcement-learning
synthetic-data
Aug 20, 2026
WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
web-agent
benchmark
enterprise
knowledge-work
evaluation
Aug 20, 2026
VeriSafe Agent: Safeguarding Mobile GUI Agent via Logic-based Action Verification
imitation-learning
web-agent
Jul 27, 2026
Agent-Friendly 浏览器交互接口规则：有证据的、只是惯例的、以及被证伪的
report
web-agent
agent-interface
browser-protocol
action-space
grounding
prompt-injection
Jul 27, 2026
WebAgent 的 RL 训练与 Context 构造：两轴文献地图
report
web-agent
agentic-RL
context-engineering
agent-interface
Jul 27, 2026
WebAgent RL 训练方法对比：采样、输入输出与 Loss 公式逐篇核对
web-agent
agentic-RL
report
Jul 08, 2026
Web Agent 训练基础设施文章速览
report
web-agent
agentic-RL
environment
Jul 01, 2026
2026-07-01-Autoresearch-AllTopics-Update
computer-use
gui-agent
web-agent
agentic-RL
Jun 23, 2026
Agent-Friendly Web Runtime 研究设想
report
web-agent
gui-agent
environment
research-idea
Jun 23, 2026
WebGym 与 AsyncWebRL 阅读报告
report
web-agent
gui-agent
agentic-RL
environment