{"total":27,"rows":[{"id":"2509.02547","title":"The Landscape of Agentic Reinforcement Learning for LLMs: A Survey","created":"2025-09-02","cited_by_count":205,"area":"agents"},{"id":"2512.22047","title":"MAI-UI Technical Report: Real-World Centric Foundation GUI Agents","created":"2025-12-26","cited_by_count":91,"area":"agents"},{"id":"2505.16282","title":"ARPO:End-to-End Policy Optimization for GUI Agents with Experience Replay","created":"2025-05-22","cited_by_count":77,"area":"agents"},{"id":"2504.13865","title":"A Survey on (M)LLM-Based GUI Agents","created":"2025-03-27","cited_by_count":62,"area":"agents"},{"id":"2506.01391","title":"AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning","created":"2025-06-02","cited_by_count":44,"area":"agents"},{"id":"2601.07055","title":"Dr. Zero: Self-Evolving Search Agents without Training Data","created":"2026-01-11","cited_by_count":44,"area":"agents"},{"id":"2506.17612","title":"JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent","created":"2025-06-21","cited_by_count":39,"area":"agents"},{"id":"2505.03673","title":"RoboOS: A Hierarchical Embodied Framework for Cross-Embodiment and Multi-Agent Collaboration","created":"2025-05-06","cited_by_count":28,"area":"agents"},{"id":"2512.02395","title":"Skywork-R1V4: Toward Agentic Multimodal Intelligence through Interleaved Thinking with Images and DeepResearch","created":"2025-12-02","cited_by_count":27,"area":"agents"},{"id":"2510.20286","title":"UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction-as-Reasoning","created":"2025-10-23","cited_by_count":22,"area":"agents"},{"id":"2603.01050","title":"MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline","created":"2026-03-01","cited_by_count":20,"area":"agents"},{"id":"2601.02439","title":"WebGym: Scaling Training Environments for Visual Web Agents with Realistic Tasks","created":"2026-01-05","cited_by_count":19,"area":"agents"},{"id":"2509.12867","title":"Tool-R1: Sample-Efficient Reinforcement Learning for Agentic Tool Use","created":"2025-09-16","cited_by_count":16,"area":"agents"},{"id":"2506.21669","title":"SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents","created":"2025-06-26","cited_by_count":15,"area":"agents"},{"id":"2509.23993","title":"Advancing Multi-agent Traffic Simulation via R1-Style Reinforcement Fine-Tuning","created":"2025-09-28","cited_by_count":14,"area":"agents"},{"id":"2506.19846","title":"HiMA-Ecom: Enabling Joint Training of Hierarchical Multi-Agent E-commerce Assistants","created":"2025-06-24","cited_by_count":9,"area":"agents"},{"id":"2509.17191","title":"VaseVQA: Multimodal Agent and Benchmark for Ancient Greek Pottery","created":"2025-09-21","cited_by_count":6,"area":"agents"},{"id":"2509.17917","title":"Orcust: Stepwise-Feedback Reinforcement Learning for GUI Agent","created":"2025-09-22","cited_by_count":4,"area":"agents"},{"id":"2605.16883","title":"SE-GA: Memory-Augmented Self-Evolution for GUI Agents","created":"2026-05-16","cited_by_count":4,"area":"agents"},{"id":"2505.05515","title":"Nature's Insight: A Novel Framework and Comprehensive Analysis of Agentic Reasoning Through the Lens of Neuroscience","created":"2025-05-07","cited_by_count":3,"area":"agents"},{"id":"2605.12497","title":"From Web to Pixels: Bringing Agentic Search into Visual Perception","created":"2026-05-12","cited_by_count":3,"area":"agents"},{"id":"2509.21982","title":"RISK: A Framework for GUI Agents in E-commerce Risk Management","created":"2025-09-26","cited_by_count":2,"area":"agents"},{"id":"2601.00501","title":"CPPO: Contrastive Perception Policy Optimization for VLM Agents","created":"2026-01-01","cited_by_count":1,"area":"agents"},{"id":"2604.07900","title":"AnomalyAgent: Agentic Industrial Anomaly Synthesis via Tool-Augmented Reinforcement Learning","created":"2026-04-09","cited_by_count":0,"area":"agents"},{"id":"2606.11652","title":"IAPO: Input Attribution-Aware Policy Optimization for Tool Use in Small Multimodal Agents","created":"2026-06-10","cited_by_count":0,"area":"agents"},{"id":"2608.22847","title":"GSAR: Goal-State-Anchor Rewards for Mobile GUI Agents with Self-Evolving Data Synthesis","created":"2026-08-24","cited_by_count":0,"area":"agents"},{"id":"2610.12419","title":"OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video","created":"2026-10-08","cited_by_count":0,"area":"agents"}],"next_cursor":null}