{"total":72,"rows":[{"id":"2506.23918","title":"Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers","created":"2025-06-30","cited_by_count":199,"area":"lr"},{"id":"2504.07079","title":"SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills","created":"2025-04-09","cited_by_count":192,"area":"agents"},{"id":"2509.06501","title":"WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents","created":"2025-09-08","cited_by_count":92,"area":"agents"},{"id":"2510.08558","title":"Agent Learning via Early Experience","created":"2025-10-09","cited_by_count":85,"area":null},{"id":"2504.21024","title":"WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model","created":"2025-04-23","cited_by_count":61,"area":"wm"},{"id":"2508.09124","title":"OdysseyBench: Evaluating LLM Agents on Long-Horizon Complex Office Application Workflows","created":"2025-08-12","cited_by_count":57,"area":"agents"},{"id":"2506.14205","title":"AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents","created":"2025-06-17","cited_by_count":46,"area":"agents"},{"id":"2511.03773","title":"Scaling Agent Learning via Experience Synthesis","created":"2025-11-05","cited_by_count":44,"area":null},{"id":"2512.19682","title":"GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators","created":"2025-12-22","cited_by_count":42,"area":"agents"},{"id":"2511.19663","title":"Fara-7B: An Efficient Agentic Model for Computer Use","created":"2025-11-24","cited_by_count":35,"area":"agents"},{"id":"2506.03533","title":"Go-Browse: Training Web Agents with Structured Exploration","created":"2025-06-04","cited_by_count":33,"area":"agents"},{"id":"2505.14963","title":"MedBrowseComp: Benchmarking Medical Deep Research and Computer Use","created":"2025-05-20","cited_by_count":30,"area":null},{"id":"2604.06126","title":"Gym-Anything: Turn any Software into an Agent Environment","created":"2026-04-07","cited_by_count":27,"area":"agents"},{"id":"2604.13318","title":"WebXSkill: Skill Learning for Autonomous Web Agents","created":"2026-04-14","cited_by_count":24,"area":"agents"},{"id":"2604.15840","title":"CoEvolve: Training LLM Agents via Agent-Data Mutual Evolution","created":"2026-04-17","cited_by_count":23,"area":"agents"},{"id":"2505.18121","title":"ProgRM: Build Better GUI Agents with Progress Rewards","created":"2025-05-23","cited_by_count":21,"area":"agents"},{"id":"2507.14293","title":"WebGuard: Building a Generalizable Guardrail for Web Agents","created":"2025-07-18","cited_by_count":21,"area":"agents"},{"id":"2602.14296","title":"AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines","created":"2026-02-15","cited_by_count":21,"area":"agents"},{"id":"2510.14969","title":"LLMs as Scalable, General-Purpose Simulators For Evolving Digital Agent Training","created":"2025-10-16","cited_by_count":18,"area":null},{"id":"2605.07358","title":"A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications","created":"2026-05-08","cited_by_count":18,"area":"agents"},{"id":"2505.20013","title":"WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback","created":"2025-05-26","cited_by_count":17,"area":"lr"},{"id":"2510.01524","title":"WALT: Web Agents that Learn Tools","created":"2025-10-01","cited_by_count":16,"area":"lr"},{"id":"2601.22149","title":"DynaWeb: Model-Based Reinforcement Learning of Web Agents","created":"2026-01-29","cited_by_count":14,"area":"wm"},{"id":"2506.04287","title":"Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback","created":"2025-06-04","cited_by_count":12,"area":"agents"},{"id":"2601.05163","title":"DocDancer: Towards Agentic Document-Grounded Information Seeking","created":"2026-01-08","cited_by_count":12,"area":"agents"},{"id":"2604.15093","title":"OpenMobile: Building Open Mobile Agents with Task and Trajectory Synthesis","created":"2026-04-16","cited_by_count":11,"area":"agents"},{"id":"2510.04673","title":"Watch and Learn: Learning to Use Computers from Online Videos","created":"2025-10-06","cited_by_count":9,"area":null},{"id":"2603.12138","title":"HATS: Hardness-Aware Trajectory Synthesis for GUI Agents","created":"2026-03-12","cited_by_count":9,"area":"mllm"},{"id":"2602.21230","title":"TRACE: Trajectory-Aware Comprehensive Evaluation for Deep Research Agents","created":"2026-02-05","cited_by_count":8,"area":"agents"},{"id":"2603.04949","title":"TimeWarp: Evaluating Web Agents by Revisiting the Past","created":"2026-03-05","cited_by_count":7,"area":"agents"},{"id":"2602.12544","title":"Scaling Web Agent Training through Automatic Data Generation and Fine-grained Evaluation","created":"2026-02-13","cited_by_count":6,"area":"agents"},{"id":"2603.05044","title":"WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents","created":"2026-03-05","cited_by_count":6,"area":"agents"},{"id":"2605.16143","title":"Look Before You Leap: Autonomous Exploration for LLM Agents","created":"2026-05-15","cited_by_count":6,"area":"agents"},{"id":"2606.20785","title":"Fara-1.5: Scalable Learning Environments for Computer Use Agents","created":"2026-06-18","cited_by_count":6,"area":"agents"},{"id":"2510.00415","title":"Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm","created":"2025-10-01","cited_by_count":5,"area":"agents"},{"id":"2512.11611","title":"Using GUI Agent for Electronic Design Automation","created":"2025-12-12","cited_by_count":5,"area":"agents"},{"id":"2603.22529","title":"Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos","created":"2026-03-23","cited_by_count":5,"area":"agents"},{"id":"2604.02345","title":"UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics","created":"2026-02-11","cited_by_count":5,"area":"agents"},{"id":"2602.09662","title":"TreeCUA: Efficiently Scaling GUI Automation with Tree-Structured Verifiable Evolution","created":"2026-02-10","cited_by_count":4,"area":"agents"},{"id":"2603.05295","title":"WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces","created":"2026-03-05","cited_by_count":4,"area":"agents"},{"id":"2604.03465","title":"The Tool Illusion: Rethinking Tool Use in Web Agents","created":"2026-04-03","cited_by_count":4,"area":"agents"},{"id":"2511.10705","title":"Co-EPG: A Framework for Co-Evolution of Planning and Grounding in Autonomous GUI Agents","created":"2025-11-13","cited_by_count":3,"area":"agents"},{"id":"2602.07153","title":"ANCHOR: Branch-Point Data Generation for GUI Agents","created":"2026-02-06","cited_by_count":3,"area":"agents"},{"id":"2603.10178","title":"Video-Based Reward Modeling for Computer-Use Agents","created":"2026-03-10","cited_by_count":3,"area":"agents"},{"id":"2604.07776","title":"Structured Distillation of Web Agent Capabilities Enables Generalization","created":"2026-04-09","cited_by_count":3,"area":"agents"},{"id":"2604.27955","title":"GUI Agents with Reinforcement Learning: Toward Digital Inhabitants","created":"2026-04-30","cited_by_count":3,"area":"agents"},{"id":"2605.02168","title":"Planner Matters! An Efficient and Unbalanced Multi-agent Collaboration Framework for Long-horizon Planning","created":"2026-05-04","cited_by_count":3,"area":"agents"},{"id":"2605.02630","title":"AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding","created":"2026-05-04","cited_by_count":3,"area":"mllm"},{"id":"2606.27483","title":"Internalizing the Future: A Unified Agentic Training Paradigm for World Model Planning","created":"2026-06-25","cited_by_count":3,"area":"wm"},{"id":"2608.27260","title":"What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents","created":"2026-08-27","cited_by_count":3,"area":"agents"},{"id":"2509.13704","title":"InfraMind: A Novel Exploration-based GUI Agentic Framework for Mission-critical Industrial Management","created":"2025-09-17","cited_by_count":2,"area":"agents"},{"id":"2605.25160","title":"ScaleWoB: Guiding GUI Agents with Coding Agents via Large-Scale Environmental Synthesis","created":"2026-05-24","cited_by_count":2,"area":"agents"},{"id":"2605.26807","title":"HTMLCure: Turning Browser Experience into State Guided Repair for Interactive HTML","created":"2026-05-26","cited_by_count":2,"area":null},{"id":"2606.17321","title":"ProCUA-SFT Technical Report","created":"2026-06-15","cited_by_count":2,"area":"agents"},{"id":"2512.04105","title":"LegalWebAgent: Empowering Access to Justice via LLM-Based Web Agents","created":"2025-11-28","cited_by_count":1,"area":"agents"},{"id":"2602.13653","title":"Building Autonomous GUI Navigation via Agentic-Q Estimation and Step-Wise Policy Optimization","created":"2026-02-14","cited_by_count":1,"area":"agents"},{"id":"2604.27253","title":"AutoSurfer -- Teaching Web Agents through Comprehensive Surfing, Learning, and Modeling","created":"2026-04-29","cited_by_count":1,"area":"agents"},{"id":"2605.08526","title":"Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck","created":"2026-05-08","cited_by_count":1,"area":"agents"},{"id":"2606.10423","title":"WebChallenger: A Reliable and Efficient Generalist Web Agent","created":"2026-06-09","cited_by_count":1,"area":"lr"},{"id":"2606.21654","title":"ChainWorld: Composing Long-Horizon Desktop Workloads from Atomic OSWorld Tasks","created":"2026-06-19","cited_by_count":1,"area":"agents"},{"id":"2506.17779","title":"Toward Autonomous UI Exploration: The UIExplorer Benchmark","created":"2025-06-21","cited_by_count":0,"area":null},{"id":"2608.00335","title":"RMSWeb: Reflection, Failure-Mode Mining, and Salvage-DS for Web Agent Reinforcement Learning","created":"2026-07-31","cited_by_count":0,"area":"lr"},{"id":"2608.05784","title":"Activity Frames: Deterministic Screen-Activity Compilation for Agent Memory and Replay","created":"2026-08-06","cited_by_count":0,"area":"agents"},{"id":"2608.12429","title":"SynWeaver: Website-Prior Task and Trajectory Co-Synthesis for Web Agents","created":"2026-08-12","cited_by_count":0,"area":"agents"},{"id":"2608.24848","title":"BrowserForge: Scaling Web Episode via Parallel Browser Sandboxes","created":"2026-08-25","cited_by_count":0,"area":"agents"},{"id":"2609.13548","title":"AutoTailor: Automatic, User-Aligned Capability Selection and Adaptation for Web Agents","created":"2026-09-11","cited_by_count":0,"area":"agents"},{"id":"2609.32351","title":"From Trajectories to Grounded Preferences: Process Preference Synthesis via Interaction Element Graphs for Web PRMs","created":"2026-09-26","cited_by_count":0,"area":"lr"},{"id":"2609.33646","title":"Probe to Act: Elevating Browser-Use Agent via Active Visual Probing","created":"2026-09-27","cited_by_count":0,"area":null},{"id":"2610.04116","title":"CUAWright: A Minimal Unified Interface for Digital Agents","created":"2026-10-02","cited_by_count":0,"area":"agents"},{"id":"2610.12593","title":"Know What You Don't Know: Agentic Data Synthesis by Evolving Generation Space for Closed-Loop Learning","created":"2026-10-08","cited_by_count":0,"area":"agents"},{"id":"2610.13058","title":"Travel Back To Move Forward: Retrospective Exploration and Evolving for Long Horizon Agents","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.19686","title":"Interlock: From Local Correctness to Task Completion in Long-Horizon Agents","created":"2026-10-14","cited_by_count":0,"area":"agents"}],"next_cursor":null}