{"total":19,"rows":[{"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":"2605.04036","title":"OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories","created":"2026-05-05","cited_by_count":8,"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":"2603.28407","title":"MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome","created":"2026-03-30","cited_by_count":6,"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":"2606.14885","title":"Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion","created":"2026-06-12","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":"2606.09730","title":"SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research","created":"2026-06-08","cited_by_count":3,"area":"agents"},{"id":"2607.24850","title":"SearchArt: Training Long-Horizon Search Agent with Scalable Synthetic and Verified Task","created":"2026-07-25","cited_by_count":3,"area":"agents"},{"id":"2606.07299","title":"DuMate-DeepResearch: An Auditable Multi-Agent System with Recursive Search and Rubric-Grounded Reasoning","created":"2026-06-05","cited_by_count":2,"area":"agents"},{"id":"2606.31504","title":"SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search","created":"2026-06-30","cited_by_count":2,"area":"agents"},{"id":"2608.05212","title":"SearchAuditor: Auditing and Attributing Failures in Long-Horizon Search Agents","created":"2026-08-05","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":"2607.10557","title":"UNIBROWSE: A Data-to-Agent Framework for Multimodal BrowseComp","created":"2026-07-12","cited_by_count":1,"area":"agents"},{"id":"2607.14145","title":"ToolAnchor: Anchoring Counterfactual Context to Boost Agentic Tool-use Capability","created":"2026-07-14","cited_by_count":1,"area":"agents"},{"id":"2605.06177","title":"BioMedArena: An Open-source Toolkit for Building and Evaluating Biomedical Deep Research Agents","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2608.16386","title":"Mint-Agent: Introducing Finance-Native Agentic Foundation Models","created":"2026-08-17","cited_by_count":0,"area":"agents"},{"id":"2609.35816","title":"PrimeSeeker: Capability-Oriented Supervision for Deep Search Agents","created":"2026-09-20","cited_by_count":0,"area":"agents"},{"id":"2610.04911","title":"VideoResearchAgent: Grounded Task Synthesis and Sim-to-Real RL for Open-Web Video Research","created":"2026-10-04","cited_by_count":0,"area":"agents"}],"next_cursor":null}