{"total":85,"rows":[{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"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":"2510.18866","title":"LightMem: Lightweight and Efficient Memory-Augmented Generation","created":"2025-10-21","cited_by_count":180,"area":null},{"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":"2601.03192","title":"MemRL: Self-Evolving Agents via Runtime Reinforcement Learning on Episodic Memory","created":"2026-01-06","cited_by_count":129,"area":"lr"},{"id":"2508.16153","title":"Memento: Fine-tuning LLM Agents without Fine-tuning LLMs","created":"2025-08-22","cited_by_count":127,"area":"agents"},{"id":"2507.13334","title":"A Survey of Context Engineering for Large Language Models","created":"2025-07-17","cited_by_count":126,"area":null},{"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":"2507.06229","title":"Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving","created":"2025-07-08","cited_by_count":94,"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":"2507.22925","title":"Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents","created":"2025-07-23","cited_by_count":62,"area":"lr"},{"id":"2601.12538","title":"A Survey of Agentic Reasoning for Large Language Models: Towards Recursively Self-Improving and Collective Agents","created":"2026-01-18","cited_by_count":50,"area":"lr"},{"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":"2505.00675","title":"Rethinking Memory in LLM based Agents: Representations, Operations, and Emerging Topics","created":"2025-05-01","cited_by_count":36,"area":"lr"},{"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":"2602.05665","title":"Graph-based Agent Memory: Taxonomy, Techniques, and Applications","created":"2026-02-05","cited_by_count":25,"area":"agents"},{"id":"2601.11100","title":"ReCreate: Reasoning and Creating Domain Agents Driven by Experience","created":"2026-01-16","cited_by_count":24,"area":"lr"},{"id":"2510.08002","title":"Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks","created":"2025-10-09","cited_by_count":22,"area":"agents"},{"id":"2602.01313","title":"Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues","created":"2026-02-01","cited_by_count":22,"area":null},{"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":"2510.09720","title":"Preference-Aware Memory Update for Long-Term LLM Agents","created":"2025-10-10","cited_by_count":20,"area":"lr"},{"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":"2604.14362","title":"APEX-MEM: Agentic Semi-Structured Memory with Temporal Reasoning for Long-Term Conversational AI","created":"2026-04-15","cited_by_count":17,"area":"lr"},{"id":"2605.18421","title":"EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective","created":"2026-05-18","cited_by_count":17,"area":"lr"},{"id":"2601.12560","title":"Agentic Artificial Intelligence (AI): Architectures, Taxonomies, and Evaluation of Large Language Model Agents","created":"2026-01-18","cited_by_count":14,"area":"agents"},{"id":"2602.22680","title":"Toward Personalized LLM-Powered Agents: Foundations, Evaluation, and Future Directions","created":"2026-02-26","cited_by_count":14,"area":"agents"},{"id":"2604.08256","title":"HyperMem: Hypergraph Memory for Long-Term Conversations","created":"2026-04-09","cited_by_count":14,"area":null},{"id":"2510.01353","title":"MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments","created":"2025-10-01","cited_by_count":13,"area":"agents"},{"id":"2603.03781","title":"LifeBench: A Benchmark for Long-Horizon Multi-Source Memory","created":"2026-03-04","cited_by_count":10,"area":null},{"id":"2603.26680","title":"AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment","created":"2026-03-09","cited_by_count":10,"area":null},{"id":"2510.16720","title":"Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI","created":"2025-10-19","cited_by_count":8,"area":"agents"},{"id":"2601.22528","title":"Darwinian Memory: A Training-Free Self-Regulating Memory System for GUI Agent Evolution","created":"2026-01-30","cited_by_count":7,"area":"agents"},{"id":"2510.19897","title":"Learning from Supervision with Semantic and Episodic Memory: A Reflective Approach to Agent Adaptation","created":"2025-10-22","cited_by_count":6,"area":"agents"},{"id":"2601.12906","title":"Gated Differentiable Working Memory for Long-Context Language Modeling","created":"2026-01-19","cited_by_count":6,"area":null},{"id":"2511.08301","title":"Smarter Together: Creating Agentic Communities of Practice through Shared Experiential Learning","created":"2025-11-11","cited_by_count":5,"area":"agents"},{"id":"2601.13247","title":"Aligning Agentic World Models via Knowledgeable Experience Learning","created":"2026-01-19","cited_by_count":5,"area":"wm"},{"id":"2602.02556","title":"Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs","created":"2026-01-30","cited_by_count":5,"area":null},{"id":"2603.09716","title":"AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents","created":"2026-03-10","cited_by_count":5,"area":"agents"},{"id":"2603.17621","title":"Complementary RL: Towards Efficient Experience-Driven Agent Learning","created":"2026-03-18","cited_by_count":5,"area":"agents"},{"id":"2603.00503","title":"M$^2$: Dual-Memory Augmentation for Long-Horizon Web Agents via Trajectory Summarization and Insight Retrieval","created":"2026-02-28","cited_by_count":4,"area":"mllm"},{"id":"2603.13258","title":"Your Code Agent Can Grow Alongside You with Structured Memory","created":"2026-02-25","cited_by_count":4,"area":"agents"},{"id":"2604.11544","title":"Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory","created":"2026-04-13","cited_by_count":4,"area":"agents"},{"id":"2605.00356","title":"MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents","created":"2026-05-01","cited_by_count":4,"area":"agents"},{"id":"2605.29960","title":"Hijacking Agent Memory: Stealthy Trojan Attacks Through Conversational Interaction","created":"2026-05-28","cited_by_count":4,"area":"agents"},{"id":"2606.00547","title":"Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-SQL Agents","created":"2026-05-30","cited_by_count":4,"area":null},{"id":"2506.08098","title":"Cognitive Weave: Synthesizing Abstracted Knowledge with a Spatio-Temporal Resonance Graph","created":"2025-06-09","cited_by_count":3,"area":null},{"id":"2602.16653","title":"Agent Skill Framework: Perspectives on the Potential of Small to Medium Language Models in Industrial Environments","created":"2026-02-18","cited_by_count":3,"area":"agents"},{"id":"2604.15505","title":"PolicyBank: Evolving Policy Understanding for LLM Agents","created":"2026-04-16","cited_by_count":3,"area":"agents"},{"id":"2606.04197","title":"Exploring the Topology and Memory of Consensus: How LLM Agents Agree, Fragment, or Settle When Forming Conventions","created":"2026-06-02","cited_by_count":3,"area":"agents"},{"id":"2606.11680","title":"Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents","created":"2026-06-10","cited_by_count":3,"area":"agents"},{"id":"2608.19701","title":"Beyond Memory Majority: Latent-Source Reasoning for Multi-Agent Memory Arbitration","created":"2026-08-20","cited_by_count":3,"area":null},{"id":"2602.04411","title":"Self-evolving Embodied AI","created":"2026-02-04","cited_by_count":2,"area":null},{"id":"2602.13967","title":"Neuromem: A Granular Decomposition of the Streaming Lifecycle in External Memory for LLMs","created":"2026-02-15","cited_by_count":2,"area":null},{"id":"2603.24093","title":"Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization","created":"2026-03-25","cited_by_count":2,"area":null},{"id":"2604.08782","title":"MT-OSC: Path for LLMs that Get Lost in Multi-Turn Conversation","created":"2026-04-09","cited_by_count":2,"area":null},{"id":"2605.28806","title":"Personal Visual Memory from Explicit and Implicit Evidence","created":"2026-05-27","cited_by_count":2,"area":null},{"id":"2607.15657","title":"Do Agents Dream of False Memories? Black-box Visual Attacks on Long-term Memory in Multimodal AI Agents","created":"2026-07-17","cited_by_count":2,"area":"agents"},{"id":"2608.01708","title":"PGMem: Tightly Coupled Persona-Memory Graph for Lifelong Personalized Agents","created":"2026-08-03","cited_by_count":2,"area":"agents"},{"id":"2608.02508","title":"RoMeRL: Balancing Feedback Coverage and the Memory-Reward Trap in Self-Evolving Agent Memory via Reduced-Order Utility States","created":"2026-08-03","cited_by_count":2,"area":"agents"},{"id":"2601.08158","title":"WISE-Flow: Workflow-Induced Structured Experience for Self-Evolving Conversational Service Agents","created":"2026-01-13","cited_by_count":1,"area":"agents"},{"id":"2604.07894","title":"TSUBASA: Improving Long-Horizon Personalization via Evolving Memory and Self-Learning with Context Distillation","created":"2026-04-09","cited_by_count":1,"area":null},{"id":"2605.31075","title":"Task-Focused Memorization for Multimodal Agents","created":"2026-05-29","cited_by_count":1,"area":"agents"},{"id":"2606.15405","title":"T-Mem: Memory That Anticipates, Not Archives","created":"2026-06-13","cited_by_count":1,"area":null},{"id":"2607.22562","title":"SF-AMS: Strategic Forgetting for Structured Memory in LLM Agent","created":"2026-05-29","cited_by_count":1,"area":"agents"},{"id":"2607.24368","title":"Keep It InMind: Benchmarking the Implicit-Association Blind Spot in Agent Memory","created":"2026-07-27","cited_by_count":1,"area":null},{"id":"2608.13921","title":"When Personal Memory Has No Single Answer: Evaluating LLM Agents under Irreducible Conflict","created":"2026-08-14","cited_by_count":1,"area":"agents"},{"id":"2608.17911","title":"CABLE: Extending the Reach of Memory Retrieval via Complementary Antecedent-Based Linking and Expansion","created":"2026-08-18","cited_by_count":1,"area":"agents"},{"id":"2608.22215","title":"Dual-Layer Agentic Memory with Fast Write Routing and Slow Consolidation","created":"2026-08-23","cited_by_count":1,"area":"agents"},{"id":"2609.03201","title":"MemoryLACE: Memory Lifecycle-Aware Consolidation and Evidence Retrieval","created":"2026-09-02","cited_by_count":1,"area":"agents"},{"id":"2609.03753","title":"SimSkill: A Self-Evolving LLM Agent for Skill and Knowledge Accumulation in Traffic Simulation","created":"2026-09-03","cited_by_count":1,"area":"agents"},{"id":"2510.03696","title":"Mind the Goal: Data-Efficient Goal-Oriented Evaluation of Conversational Agents and Chatbots using Teacher Models","created":"2025-10-04","cited_by_count":0,"area":"agents"},{"id":"2605.12535","title":"Ghost in the Context: Policy-Carriage Integrity in LLM Agents","created":"2026-05-02","cited_by_count":0,"area":"agents"},{"id":"2605.16821","title":"Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework","created":"2026-05-16","cited_by_count":0,"area":"agents"},{"id":"2605.25832","title":"When Search Becomes Memory: Accelerating Robot Design Discovery with Self-Evolving Skills","created":"2026-05-25","cited_by_count":0,"area":"synth"},{"id":"2606.05646","title":"Enhancing Software Engineering Through Closed-Loop Memory Optimization","created":"2026-06-04","cited_by_count":0,"area":null},{"id":"2607.10350","title":"ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory","created":"2026-07-11","cited_by_count":0,"area":"agents"},{"id":"2607.27415","title":"Bridging Inference-Time Scaling and Episodic Memory with Action-Centric Graphs","created":"2026-07-29","cited_by_count":0,"area":"lr"},{"id":"2608.25960","title":"LivingRAG: Augmenting Graph RAG with Experience","created":"2026-08-26","cited_by_count":0,"area":"rag"},{"id":"2609.03915","title":"RuleMem: Active Rule Memory for Long-Term Conversational Agents","created":"2026-09-03","cited_by_count":0,"area":null},{"id":"2609.04882","title":"AtomRec: Evolving Atomic Memory for Agentic Recommendation","created":"2026-09-04","cited_by_count":0,"area":"agents"},{"id":"2609.12320","title":"AIM: A Privacy-Aware Interoperable Memory Framework for Multi-Agent Multi-User LLM Systems","created":"2026-09-11","cited_by_count":0,"area":"agents"},{"id":"2609.32584","title":"EMIR$^2$: Evolution-Aware Memory with Intent-Guided Multi-Round Retrieval","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2609.39473","title":"Beyond the Shadows of Plato's Cave: Evaluating False Memory in Autonomous Agents via Counterfactual Reasoning","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2610.19386","title":"STRATA: Self-Maintaining Structured Experience Graphs for Self-Evolving Language Agents","created":"2026-10-14","cited_by_count":0,"area":"agents"}],"next_cursor":null}