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<aside> <img src="/icons/verified_green.svg" alt="/icons/verified_green.svg" width="40px" /> About PAPER
This channel is dedicated to building and expanding a comprehensive paper database focused on the Web Agent field and the boarder GUI agent field. Let’s collaborate to enrich this database and advance research in the exciting world of web agents!
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🔥 Newly updated（Feb）
New～Feb 05｜Reinforcement World Model Learning for LLM-based Agents
New～Feb 05 ｜PATHWAYS: Evaluating Investigation and Context Discovery in AI Web Agents
New～Feb 05｜M²-Miner**: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining**
New～Feb 05｜UI-Mem: Self-Evolving Experience Memory for Online Reinforcement Learning in Mobile GUI Agents
New～Feb 04 ｜WebSentinel: Detecting and Localizing Prompt Injection Attacks for Web Agents
New～Feb 04 ｜Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents
New～Feb 03｜Agent Alpha: Tree Search Unifying Generation, Exploration and Evaluation for Computer-Use Agents
New～Feb 03 ｜SafeGround: Know When to Trust GUI Grounding Models via Uncertainty Calibration
New～Feb 02 ｜Generative Visual Code Mobile World Models
New～Feb 02 ｜GuideWeb: A Benchmark for Automatic In-App Guide Generation on Real-World Web UIs
New～Feb 02 ｜Avenir-Web: Human-Experience-Imitating Multimodal Web Agents with Mixture of Grounding Experts
New～Feb 02 ｜Qualitative Evaluation of LLM-Designed GUI
New～Jan 31 ｜Exploring Information Seeking Agent Consolidation
New～Jan 30 ｜Learning with Challenges: Adaptive Difficulty-Aware Data Generation for Mobile GUI Agent Training
New～Jan 30 ｜ToolTok: Tool Tokenization for Efficient and Generalizable GUI Agents
New～Jan 30 ｜Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution