{"total":596,"rows":[{"id":"2504.19413","title":"Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory","created":"2025-04-28","cited_by_count":779,"area":"agents"},{"id":"2510.04618","title":"Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models","created":"2025-10-06","cited_by_count":398,"area":"agents"},{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"area":"agents"},{"id":"2507.05257","title":"Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions","created":"2025-07-07","cited_by_count":254,"area":"agents"},{"id":"2508.19828","title":"Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning","created":"2025-08-27","cited_by_count":237,"area":"agents"},{"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":"2503.16416","title":"Survey on Evaluation of LLM-based Agents","created":"2025-03-20","cited_by_count":204,"area":"agents"},{"id":"2507.07957","title":"MIRIX: Multi-Agent Memory System for LLM-Based Agents","created":"2025-07-10","cited_by_count":173,"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":"2505.10468","title":"AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges","created":"2025-05-15","cited_by_count":169,"area":"agents"},{"id":"2506.06326","title":"Memory OS of AI Agent","created":"2025-05-30","cited_by_count":150,"area":"agents"},{"id":"2601.02553","title":"SimpleMem: Efficient Lifelong Memory for LLM Agents","created":"2026-01-05","cited_by_count":149,"area":"agents"},{"id":"2602.02474","title":"MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents","created":"2026-02-02","cited_by_count":142,"area":"agents"},{"id":"2509.13313","title":"ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization","created":"2025-09-16","cited_by_count":141,"area":"agents"},{"id":"2510.00615","title":"ACON: Optimizing Context Compression for Long-horizon LLM Agents","created":"2025-10-01","cited_by_count":136,"area":"agents"},{"id":"2511.20857","title":"Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory","created":"2025-11-25","cited_by_count":136,"area":"agents"},{"id":"2508.16153","title":"Memento: Fine-tuning LLM Agents without Fine-tuning LLMs","created":"2025-08-22","cited_by_count":127,"area":"agents"},{"id":"2504.01990","title":"Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems","created":"2025-03-31","cited_by_count":126,"area":"agents"},{"id":"2506.07398","title":"G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems","created":"2025-06-09","cited_by_count":122,"area":"agents"},{"id":"2603.01145","title":"AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution","created":"2026-03-01","cited_by_count":115,"area":"agents"},{"id":"2509.24704","title":"MemGen: Weaving Generative Latent Memory for Self-Evolving Agents","created":"2025-09-29","cited_by_count":109,"area":"agents"},{"id":"2508.06433","title":"Memp: Exploring Agent Procedural Memory","created":"2025-08-08","cited_by_count":103,"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":"2505.16067","title":"How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior","created":"2025-05-21","cited_by_count":101,"area":"agents"},{"id":"2503.24047","title":"Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents","created":"2025-03-31","cited_by_count":98,"area":"agents"},{"id":"2508.09736","title":"Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory","created":"2025-08-13","cited_by_count":97,"area":"agents"},{"id":"2507.06229","title":"Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving","created":"2025-07-08","cited_by_count":94,"area":"agents"},{"id":"2603.10165","title":"OpenClaw-RL: Train Any Agent Simply by Talking","created":"2026-03-10","cited_by_count":90,"area":"agents"},{"id":"2512.06688","title":"PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory","created":"2025-12-07","cited_by_count":88,"area":"agents"},{"id":"2503.21760","title":"MemInsight: Autonomous Memory Augmentation for LLM Agents","created":"2025-03-27","cited_by_count":85,"area":"agents"},{"id":"2601.01885","title":"Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents","created":"2026-01-05","cited_by_count":78,"area":"agents"},{"id":"2508.14111","title":"From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery","created":"2025-08-18","cited_by_count":77,"area":"agents"},{"id":"2604.08224","title":"Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering","created":"2026-04-09","cited_by_count":74,"area":"agents"},{"id":"2512.10696","title":"Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution","created":"2025-12-11","cited_by_count":73,"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":"2601.03236","title":"MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents","created":"2026-01-06","cited_by_count":52,"area":"agents"},{"id":"2509.18970","title":"LLM-based Agents Suffer from Hallucinations: A Survey of Taxonomy, Methods, and Directions","created":"2025-09-23","cited_by_count":50,"area":"agents"},{"id":"2601.21557","title":"Meta Context Engineering via Agentic Skill Evolution","created":"2026-01-29","cited_by_count":49,"area":"agents"},{"id":"2605.06614","title":"SkillOS: Learning Skill Curation for Self-Evolving Agents","created":"2026-05-07","cited_by_count":49,"area":"agents"},{"id":"2508.03341","title":"What Deserves Memory: Adaptive Memory Distillation for LLM Agents","created":"2025-08-05","cited_by_count":48,"area":"agents"},{"id":"2511.18423","title":"General Agentic Memory Via Deep Research","created":"2025-11-23","cited_by_count":47,"area":"agents"},{"id":"2602.01869","title":"Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents","created":"2026-02-02","cited_by_count":47,"area":"agents"},{"id":"2512.12818","title":"Hindsight is 20/20: Building Agent Memory that Retains, Recalls, and Reflects","created":"2025-12-14","cited_by_count":44,"area":"agents"},{"id":"2602.06052","title":"A Survey of Agent Memory in the Second Half: Towards Self-Evolving and Long-Horizon Agents","created":"2026-01-14","cited_by_count":44,"area":"agents"},{"id":"2505.19443","title":"Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI","created":"2025-05-26","cited_by_count":42,"area":"agents"},{"id":"2510.15994","title":"MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents","created":"2025-10-14","cited_by_count":42,"area":"agents"},{"id":"2510.04851","title":"LEGOMem: Modular Procedural Memory for Multi-agent LLM Systems for Workflow Automation","created":"2025-10-06","cited_by_count":40,"area":"agents"},{"id":"2602.16901","title":"AgentLAB: Benchmarking LLM Agents against Long-Horizon Attacks","created":"2026-02-18","cited_by_count":39,"area":"agents"},{"id":"2604.14228","title":"Dive into Claude Code: The Design Space of Today's and Future AI Agent Systems","created":"2026-04-14","cited_by_count":38,"area":"agents"},{"id":"2606.04990","title":"From Agent Traces to Trust: A Survey of Evidence Tracing and Execution Provenance in LLM Agents","created":"2026-06-03","cited_by_count":37,"area":"agents"},{"id":"2604.20006","title":"From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents","created":"2026-04-21","cited_by_count":36,"area":"agents"},{"id":"2603.28716","title":"Dynamic Dual-Granularity Skill Bank for Agentic RL","created":"2026-03-30","cited_by_count":34,"area":"agents"},{"id":"2605.30621","title":"Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents","created":"2026-05-28","cited_by_count":34,"area":"agents"},{"id":"2503.02398","title":"PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence","created":"2025-03-04","cited_by_count":33,"area":"agents"},{"id":"2508.17281","title":"From Language to Action: A Review of Large Language Models as Autonomous Agents and Tool Users","created":"2025-08-24","cited_by_count":32,"area":"agents"},{"id":"2511.13593","title":"O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents","created":"2025-11-17","cited_by_count":32,"area":"agents"},{"id":"2601.19935","title":"Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents","created":"2026-01-13","cited_by_count":32,"area":"agents"},{"id":"2601.02845","title":"TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents","created":"2026-01-06","cited_by_count":31,"area":"agents"},{"id":"2606.01139","title":"SkillRevise: Improving LLM-Authored Agent Skills via Trace-Conditioned Skill Revision","created":"2026-05-31","cited_by_count":30,"area":"agents"},{"id":"2505.19549","title":"From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents","created":"2025-05-26","cited_by_count":29,"area":"agents"},{"id":"2506.15741","title":"OAgents: An Empirical Study of Building Effective Agents","created":"2025-06-17","cited_by_count":29,"area":"agents"},{"id":"2506.23844","title":"A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents","created":"2025-06-30","cited_by_count":29,"area":"agents"},{"id":"2509.21212","title":"SGMem: Sentence Graph Memory for Long-Term Conversational Agents","created":"2025-09-25","cited_by_count":29,"area":"agents"},{"id":"2606.06324","title":"From Failed Trajectories to Reliable LLM Agents: Diagnosing and Repairing Harness Flaws","created":"2026-06-04","cited_by_count":29,"area":"agents"},{"id":"2506.14852","title":"Agentic Plan Caching: Test-Time Memory for Fast and Cost-Efficient LLM Agents","created":"2025-06-17","cited_by_count":27,"area":"agents"},{"id":"2508.04903","title":"RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory","created":"2025-08-06","cited_by_count":27,"area":"agents"},{"id":"2506.18019","title":"Graphs Meet AI Agents: Taxonomy, Progress, and Future Opportunities","created":"2025-06-22","cited_by_count":23,"area":"agents"},{"id":"2603.04549","title":"Adaptive Memory Admission Control for LLM Agents","created":"2026-03-04","cited_by_count":23,"area":"agents"},{"id":"2605.12493","title":"LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues","created":"2026-05-12","cited_by_count":23,"area":"agents"},{"id":"2512.16301","title":"Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills","created":"2025-12-18","cited_by_count":22,"area":"agents"},{"id":"2601.04786","title":"AgentOCR: Reimagining Agent History via Optical Self-Compression","created":"2026-01-08","cited_by_count":22,"area":"agents"},{"id":"2601.13722","title":"OP-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents","created":"2026-01-20","cited_by_count":22,"area":"agents"},{"id":"2507.21428","title":"MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations","created":"2025-07-29","cited_by_count":21,"area":"agents"},{"id":"2511.17208","title":"A Simple Yet Strong Baseline for Long-Term Conversational Memory of LLM Agents","created":"2025-11-21","cited_by_count":21,"area":"agents"},{"id":"2601.04463","title":"Beyond Static Summarization: Proactive Memory Extraction for LLM Agents","created":"2026-01-08","cited_by_count":21,"area":"agents"},{"id":"2602.19320","title":"Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations","created":"2026-02-22","cited_by_count":21,"area":"agents"},{"id":"2605.06716","title":"From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms","created":"2026-05-07","cited_by_count":21,"area":"agents"},{"id":"2602.05073","title":"Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities","created":"2026-02-04","cited_by_count":20,"area":"agents"},{"id":"2505.16348","title":"Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization","created":"2025-05-22","cited_by_count":19,"area":"agents"},{"id":"2508.08997","title":"Intrinsic Memory Agents: Heterogeneous Multi-Agent LLM Systems through Structured Contextual Memory","created":"2025-08-12","cited_by_count":19,"area":"agents"},{"id":"2601.18510","title":"Just-In-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates","created":"2026-01-26","cited_by_count":19,"area":"agents"},{"id":"2602.10715","title":"Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents","created":"2026-02-11","cited_by_count":19,"area":"agents"},{"id":"2604.12285","title":"GAM: Hierarchical Graph-based Agentic Memory for LLM Agents","created":"2026-04-14","cited_by_count":19,"area":"agents"},{"id":"2607.13104","title":"Self-Improvements in Modern Agentic Systems: A Survey","created":"2026-07-14","cited_by_count":19,"area":"agents"},{"id":"2601.06377","title":"HiMem: Hierarchical Long-Term Memory for LLM Long-Horizon Agents","created":"2026-01-10","cited_by_count":18,"area":"agents"},{"id":"2603.11768","title":"Governing Evolving Memory in LLM Agents: Risks, Mechanisms, and the Stability and Safety Governed Memory (SSGM) Framework","created":"2026-03-12","cited_by_count":18,"area":"agents"},{"id":"2509.22576","title":"EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning","created":"2025-09-26","cited_by_count":17,"area":"agents"},{"id":"2603.10600","title":"Trajectory-Informed Memory Generation for Self-Improving Agent Systems","created":"2026-03-11","cited_by_count":17,"area":"agents"},{"id":"2603.25973","title":"MemoryCD: Benchmarking Long-Context User Memory of LLM Agents for Lifelong Cross-Domain Personalization","created":"2026-03-26","cited_by_count":17,"area":"agents"},{"id":"2604.15877","title":"Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents","created":"2026-04-17","cited_by_count":17,"area":"agents"},{"id":"2605.14498","title":"GroupMemBench: Benchmarking LLM Agent Memory in Multi-Party Conversations","created":"2026-05-14","cited_by_count":17,"area":"agents"},{"id":"2511.12997","title":"WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance","created":"2025-11-17","cited_by_count":16,"area":"agents"},{"id":"2602.00359","title":"Position: Agentic Evolution is the Path to Evolving LLMs","created":"2026-01-30","cited_by_count":16,"area":"agents"},{"id":"2605.10332","title":"EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents","created":"2026-05-11","cited_by_count":16,"area":"agents"},{"id":"2608.15071","title":"Evo-Harness: Context-to-Harness Skill Compilation for Self-Evolving Agents","created":"2026-08-15","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":"2601.08323","title":"AtomMem : Learnable Dynamic Agentic Memory with Atomic Memory Operation","created":"2026-01-13","cited_by_count":15,"area":"agents"},{"id":"2602.03036","title":"LatentMem: Customizing Latent Memory for Multi-Agent Systems","created":"2026-02-03","cited_by_count":15,"area":"agents"},{"id":"2603.04814","title":"Beyond the Context Window: A Cost-Performance Analysis of Fact-Based Memory vs. Long-Context LLMs for Persistent Agents","created":"2026-03-05","cited_by_count":15,"area":"agents"},{"id":"2605.13941","title":"EvolveMem:Self-Evolving Memory Architecture via AutoResearch for LLM Agents","created":"2026-05-13","cited_by_count":15,"area":"agents"}],"next_cursor":"100"}