{"total":70,"rows":[{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"area":"agents"},{"id":"2507.21046","title":"A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence","created":"2025-07-28","cited_by_count":170,"area":"agents"},{"id":"2512.18746","title":"MemEvolve: Meta-Evolution of Agent Memory Systems","created":"2025-12-21","cited_by_count":95,"area":"agents"},{"id":"2508.07999","title":"WideSearch: Benchmarking Agentic Broad Info-Seeking","created":"2025-08-11","cited_by_count":69,"area":"agents"},{"id":"2508.05668","title":"A Survey of LLM-based Deep Search Agents: Paradigm, Optimization, Evaluation, and Challenges","created":"2025-08-03","cited_by_count":62,"area":"agents"},{"id":"2510.02209","title":"StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?","created":"2025-10-02","cited_by_count":44,"area":"agents"},{"id":"2510.14545","title":"Agentic Entropy-Balanced Policy Optimization","created":"2025-10-16","cited_by_count":40,"area":"agents"},{"id":"2605.05242","title":"Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction","created":"2026-05-03","cited_by_count":38,"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":"2508.18993","title":"GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging","created":"2025-08-26","cited_by_count":25,"area":"agents"},{"id":"2602.05665","title":"Graph-based Agent Memory: Taxonomy, Techniques, and Applications","created":"2026-02-05","cited_by_count":25,"area":"agents"},{"id":"2601.08605","title":"ExpSeek: Self-Triggered Experience Seeking for Web Agents","created":"2026-01-13","cited_by_count":23,"area":"agents"},{"id":"2606.30616","title":"Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent","created":"2026-06-29","cited_by_count":22,"area":"agents"},{"id":"2512.15374","title":"SCOPE: Prompt Evolution for Enhancing Agent Effectiveness","created":"2025-12-17","cited_by_count":18,"area":"agents"},{"id":"2508.20404","title":"AWorld: Orchestrating the Training Recipe for Agentic AI","created":"2025-08-28","cited_by_count":17,"area":"agents"},{"id":"2508.09129","title":"BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair","created":"2025-08-12","cited_by_count":16,"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":"2511.18538","title":"From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence","created":"2025-11-23","cited_by_count":15,"area":"agents"},{"id":"2601.22154","title":"Exploring Reasoning Reward Model for Agents","created":"2026-01-29","cited_by_count":15,"area":"agents"},{"id":"2602.22808","title":"MiroFlow: Towards High-Performance and Robust Open-Source Agent Framework for General Deep Research Tasks","created":"2026-02-26","cited_by_count":15,"area":"agents"},{"id":"2509.14257","title":"Student-Centered Distillation Narrows the Agentic Gap Between Small and Large LLMs","created":"2025-09-12","cited_by_count":14,"area":"agents"},{"id":"2602.03412","title":"Verified Critical Step Optimization for LLM Agents","created":"2026-02-03","cited_by_count":14,"area":"agents"},{"id":"2604.00892","title":"When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation","created":"2026-04-01","cited_by_count":14,"area":"agents"},{"id":"2603.07980","title":"\\$OneMillion-Bench: How Far are Language Agents from Human Experts?","created":"2026-03-09","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":"2507.16248","title":"FinResearchBench: A Logic Tree based Agent-as-a-Judge Evaluation Framework for Financial Research Agents","created":"2025-07-22","cited_by_count":12,"area":"agents"},{"id":"2512.23343","title":"AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents","created":"2025-12-29","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":"2602.02486","title":"RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents","created":"2026-02-02","cited_by_count":11,"area":"agents"},{"id":"2508.04026","title":"VeriWeb: Verifiable Long-Chain Web Benchmark for Agentic Information-Seeking","created":"2025-08-06","cited_by_count":10,"area":"agents"},{"id":"2512.24618","title":"Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models","created":"2025-12-31","cited_by_count":10,"area":"agents"},{"id":"2601.22511","title":"Mock Worlds, Real Skills: Building Small Agentic Language Models with Synthetic Tasks, Simulated Environments, and Rubric-Based Rewards","created":"2026-01-30","cited_by_count":10,"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":"2601.20613","title":"AgentIF-OneDay: A Task-level Instruction-Following Benchmark for General AI Agents in Daily Scenarios","created":"2026-01-28","cited_by_count":9,"area":"agents"},{"id":"2602.02369","title":"Live-Evo: Online Evolution of Agentic Memory from Continuous Feedback","created":"2026-02-02","cited_by_count":8,"area":"agents"},{"id":"2603.07416","title":"DualSpec: Accelerating Deep Research Agents via Dual-Process Action Speculation","created":"2026-03-08","cited_by_count":8,"area":"agents"},{"id":"2509.25189","title":"InfoAgent: Advancing Autonomous Information-Seeking Agents","created":"2025-09-29","cited_by_count":7,"area":"agents"},{"id":"2510.07861","title":"Understanding DeepResearch via Reports","created":"2025-10-09","cited_by_count":7,"area":"agents"},{"id":"2601.12030","title":"ARC: Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents","created":"2026-01-17","cited_by_count":7,"area":"agents"},{"id":"2608.16114","title":"HyperSkill: Self-Evolving LLM Agents via Hypergraph-Structured Skill Memory","created":"2026-08-17","cited_by_count":7,"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":"2606.02060","title":"Where Do Deep-Research Agents Go Wrong? Span-Level Error Localization in Agent Trajectories","created":"2026-06-01","cited_by_count":6,"area":"agents"},{"id":"2510.19631","title":"HSCodeComp: A Realistic and Expert-level Benchmark for Deep Search Agents in Hierarchical Rule Application","created":"2025-10-22","cited_by_count":5,"area":"agents"},{"id":"2510.21244","title":"VoiceAgentEval: A Dual-Dimensional Benchmark for Expert-Level Intelligent Voice-Agent Evaluation of Xbench's Professional-Aligned Series","created":"2025-10-24","cited_by_count":5,"area":"agents"},{"id":"2512.04949","title":"CARL: Criticality-Aware Agentic Reinforcement Learning","created":"2025-12-04","cited_by_count":5,"area":"agents"},{"id":"2601.09465","title":"EvoFSM: Controllable Self-Evolution for Deep Research with Finite State Machines","created":"2026-01-14","cited_by_count":5,"area":"agents"},{"id":"2601.22984","title":"Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajectory","created":"2026-01-30","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":"2605.12004","title":"Learning Agentic Policy from Action Guidance","created":"2026-05-12","cited_by_count":4,"area":"agents"},{"id":"2606.12384","title":"APPO: Agentic Procedural Policy Optimization","created":"2026-06-10","cited_by_count":4,"area":"agents"},{"id":"2607.09375","title":"Mach-Mind-4-Flash Technical Report","created":"2026-07-10","cited_by_count":4,"area":"agents"},{"id":"2510.02190","title":"Dr. Bench: A Multidimensional Evaluation for Deep Research Agents, from Answers to Reports","created":"2025-10-02","cited_by_count":3,"area":"agents"},{"id":"2602.14257","title":"AD-Bench: A Real-World, Trajectory-Aware Advertising Analytics Benchmark for LLM Agents","created":"2026-02-15","cited_by_count":3,"area":"agents"},{"id":"2604.21590","title":"AgenticQwen: Training Small Agentic Language Models with Dual Data Flywheels for Industrial-Scale Tool Use","created":"2026-04-23","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":"2605.29697","title":"Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling","created":"2026-05-28","cited_by_count":2,"area":"agents"},{"id":"2606.31564","title":"ACE: Pluggable Adaptive Context Elasticizer across Agents","created":"2026-06-30","cited_by_count":2,"area":"agents"},{"id":"2607.20926","title":"SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration","created":"2026-07-23","cited_by_count":2,"area":"agents"},{"id":"2602.07092","title":"Lemon Agent Technical Report","created":"2026-02-06","cited_by_count":1,"area":"agents"},{"id":"2602.07883","title":"ToolSelf: Unifying Task Execution and Self-Reconfiguration via Tool-Driven Emergent Adaptation","created":"2026-02-08","cited_by_count":1,"area":"agents"},{"id":"2604.05952","title":"Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Confidence Estimation and Calibration","created":"2026-04-07","cited_by_count":1,"area":"agents"},{"id":"2604.07927","title":"EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools","created":"2026-04-09","cited_by_count":1,"area":"agents"},{"id":"2604.12162","title":"AlphaEval: Evaluating Agents in Production","created":"2026-04-14","cited_by_count":1,"area":"agents"},{"id":"2609.33439","title":"Raven: The Harness of Harnesses for Composable Agentic Intelligence","created":"2026-09-27","cited_by_count":1,"area":"agents"},{"id":"2602.14922","title":"ReusStdFlow: A Standardized Reusability Framework for Dynamic Workflow Construction in Agentic AI","created":"2026-02-16","cited_by_count":0,"area":"agents"},{"id":"2605.06232","title":"Profiling for Pennies: Unveiling the Privacy Iceberg of LLM Agents","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2606.12871","title":"DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks","created":"2026-06-11","cited_by_count":0,"area":"agents"},{"id":"2609.04286","title":"From Matching Models to Recruiting Agents: A Systematized Narrative Review of AI Recruitment Systems, Evaluation, and Governance","created":"2026-09-03","cited_by_count":0,"area":"agents"},{"id":"2609.32521","title":"MemAgent: Learning to Manage Heterogeneous Memory Providers for LLM Agents","created":"2026-09-26","cited_by_count":0,"area":"agents"}],"next_cursor":null}