{"total":50,"rows":[{"id":"2509.13313","title":"ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization","created":"2025-09-16","cited_by_count":141,"area":"agents"},{"id":"2510.24699","title":"AgentFold: Long-Horizon Web Agents with Proactive Context Management","created":"2025-10-28","cited_by_count":103,"area":"agents"},{"id":"2605.26494","title":"The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence","created":"2026-05-26","cited_by_count":61,"area":"agents"},{"id":"2509.10446","title":"DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL","created":"2025-09-12","cited_by_count":55,"area":"agents"},{"id":"2509.13310","title":"Scaling Agents via Continual Pre-training","created":"2025-09-16","cited_by_count":40,"area":"agents"},{"id":"2603.20278","title":"OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis","created":"2026-03-17","cited_by_count":37,"area":"agents"},{"id":"2605.20876","title":"Terminal-World: Scaling Terminal-Agent Environments via Agent Skills","created":"2026-05-20","cited_by_count":20,"area":"agents"},{"id":"2510.10666","title":"BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions","created":"2025-10-12","cited_by_count":17,"area":"agents"},{"id":"2603.28376","title":"Marco DeepResearch: Unlocking Efficient Deep Research Agents via Verification-Centric Design","created":"2026-03-30","cited_by_count":16,"area":"agents"},{"id":"2510.24698","title":"ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking","created":"2025-10-28","cited_by_count":14,"area":"agents"},{"id":"2511.09586","title":"Environment Scaling for Interactive Agentic Experience Collection: A Survey","created":"2025-11-12","cited_by_count":13,"area":"agents"},{"id":"2603.11076","title":"DIVE: Scaling Diversity in Agentic Task Synthesis for Generalizable Tool Use","created":"2026-03-10","cited_by_count":13,"area":"agents"},{"id":"2510.18939","title":"Lost in the Maze: Overcoming Context Limitations in Long-Horizon Agentic Search","created":"2025-10-21","cited_by_count":12,"area":"agents"},{"id":"2601.18467","title":"OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents","created":"2026-01-26","cited_by_count":12,"area":"agents"},{"id":"2605.10899","title":"RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards","created":"2026-05-11","cited_by_count":12,"area":"agents"},{"id":"2606.23525","title":"Self-Compacting Language Model Agents","created":"2026-06-22","cited_by_count":11,"area":"agents"},{"id":"2604.17931","title":"LiteResearcher: A Scalable Agentic RL Training Framework for Deep Research Agent","created":"2026-04-20","cited_by_count":10,"area":"agents"},{"id":"2603.27490","title":"AgentSwing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents","created":"2026-03-29","cited_by_count":9,"area":"agents"},{"id":"2606.12191","title":"Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application","created":"2026-06-10","cited_by_count":8,"area":"agents"},{"id":"2512.22733","title":"FoldAct: Efficient and Stable Context Folding for Long-Horizon Search Agents","created":"2025-12-28","cited_by_count":6,"area":"agents"},{"id":"2512.23647","title":"Nested Browser-Use Learning for Agentic Information Seeking","created":"2025-12-29","cited_by_count":6,"area":"agents"},{"id":"2605.16217","title":"Argus: Evidence Assembly for Scalable Deep Research Agents","created":"2026-05-15","cited_by_count":6,"area":"agents"},{"id":"2602.22675","title":"Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization","created":"2026-02-26","cited_by_count":5,"area":"agents"},{"id":"2604.19859","title":"DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data","created":"2026-04-21","cited_by_count":5,"area":"agents"},{"id":"2606.15367","title":"S1-DeepResearch: Beyond Search, Toward Real-World Long-Horizon Research Agents","created":"2026-06-13","cited_by_count":5,"area":"agents"},{"id":"2510.13913","title":"Synthesizing Agentic Data for Web Agents with Progressive Difficulty Enhancement Mechanisms","created":"2025-10-15","cited_by_count":4,"area":"agents"},{"id":"2602.17547","title":"KLong: Training LLM Agent for Extremely Long-horizon Tasks","created":"2026-02-19","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":"2602.23716","title":"ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation","created":"2026-02-27","cited_by_count":3,"area":"agents"},{"id":"2604.04949","title":"Learning to Retrieve from Agent Trajectories","created":"2026-03-30","cited_by_count":3,"area":"agents"},{"id":"2605.29447","title":"Recovering Policy-Induced Errors: Benchmarking and Trajectory Synthesis for Robust GUI Agents","created":"2026-05-28","cited_by_count":3,"area":"agents"},{"id":"2608.01822","title":"SearchMaster: Grounded and Regulated Self-Play for Search Agents","created":"2026-08-03","cited_by_count":3,"area":"agents"},{"id":"2603.03202","title":"Code2Math: Can Your Code Agent Effectively Evolve Math Problems Through Exploration?","created":"2026-03-03","cited_by_count":2,"area":"agents"},{"id":"2603.07853","title":"SynPlanResearch-R1: Encouraging Tool Exploration for Deep Research with Synthetic Plans","created":"2026-03-09","cited_by_count":2,"area":"agents"},{"id":"2604.01195","title":"ORBIT: Scalable and Verifiable Data Generation for Search Agents on a Tight Budget","created":"2026-04-01","cited_by_count":2,"area":"agents"},{"id":"2605.28003","title":"ResearchMath-14K: Scaling Research-Level Mathematics via Agents","created":"2026-05-27","cited_by_count":2,"area":"agents"},{"id":"2608.28476","title":"ContextPilot: Teaching Agents for Proactive Context Management via Fine-grained RL","created":"2026-08-28","cited_by_count":2,"area":"agents"},{"id":"2601.18202","title":"SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback","created":"2026-01-26","cited_by_count":1,"area":"agents"},{"id":"2604.12867","title":"QuarkMedSearch: A Long-Horizon Deep Search Agent for Exploring Medical Intelligence","created":"2026-04-14","cited_by_count":1,"area":"agents"},{"id":"2605.31529","title":"SVI-Bench: A Dynamic Microworld for Strategic Video Intelligence","created":"2026-05-29","cited_by_count":1,"area":"agents"},{"id":"2606.07074","title":"SlimSearcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating","created":"2026-06-05","cited_by_count":1,"area":"agents"},{"id":"2606.20724","title":"When Web Agents Finish but Still Fail: Reproducible Triggers and Trace Diagnostics for Parallel Web Exploration","created":"2026-06-16","cited_by_count":1,"area":"agents"},{"id":"2608.23045","title":"From Inertia to Objectivity: Improving Deep Research Agents with Noise Isolation","created":"2026-08-24","cited_by_count":1,"area":"agents"},{"id":"2602.12852","title":"WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning","created":"2026-02-13","cited_by_count":0,"area":"agents"},{"id":"2605.30727","title":"MosaicLeaks:Privacy Risks in Querying-in-the-Open for Deep Research Agents","created":"2026-05-29","cited_by_count":0,"area":"agents"},{"id":"2609.19244","title":"Characterizing Web Search by Conversational LLM Agents: From Search Decisions and Strategies to Results and Responses","created":"2026-09-16","cited_by_count":0,"area":"agents"},{"id":"2609.33244","title":"ActiveMem: Dynamic Latent Memory Trees for Long-Horizon Agents","created":"2026-09-27","cited_by_count":0,"area":"agents"},{"id":"2609.34296","title":"Dr.Credit: Rubric-Grounded Process Credit Assignment for Deep Research Agents","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2610.14915","title":"WorkBorne: Discovering Agentic Tasks from Real-World Artifact Transitions","created":"2026-10-10","cited_by_count":0,"area":"agents"},{"id":"2610.19439","title":"Progress-Aware Distillation for Mitigating Stagnation in Small Language Model Agents","created":"2026-10-14","cited_by_count":0,"area":"agents"}],"next_cursor":null}