{"total":94,"rows":[{"id":"2512.13564","title":"Memory in the Age of AI Agents","created":"2025-12-15","cited_by_count":303,"area":"agents"},{"id":"2509.25140","title":"ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory","created":"2025-09-29","cited_by_count":284,"area":"lr"},{"id":"2602.08234","title":"SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning","created":"2026-02-09","cited_by_count":278,"area":"lr"},{"id":"2509.08827","title":"A Survey of Reinforcement Learning for Large Reasoning Models","created":"2025-09-10","cited_by_count":180,"area":"lr"},{"id":"2601.02553","title":"SimpleMem: Efficient Lifelong Memory for LLM Agents","created":"2026-01-05","cited_by_count":149,"area":"agents"},{"id":"2510.11967","title":"Scaling Long-Horizon LLM Agent via Context-Folding","created":"2025-10-13","cited_by_count":148,"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":"2508.05748","title":"WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent","created":"2025-08-07","cited_by_count":119,"area":"agents"},{"id":"2508.06433","title":"Memp: Exploring Agent Procedural Memory","created":"2025-08-08","cited_by_count":103,"area":"agents"},{"id":"2604.08377","title":"SkillClaw: Let Skills Evolve Collectively with Agentic Evolver","created":"2026-04-09","cited_by_count":81,"area":"agents"},{"id":"2604.04804","title":"SkillX: Automatically Constructing Skill Knowledge Bases for Agents","created":"2026-04-06","cited_by_count":76,"area":"agents"},{"id":"2511.16043","title":"Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning","created":"2025-11-20","cited_by_count":75,"area":"lr"},{"id":"2603.12056","title":"XSkill: Continual Learning from Experience and Skills in Multimodal Agents","created":"2026-03-12","cited_by_count":75,"area":null},{"id":"2507.23361","title":"SWE-Exp: Experience-Driven Software Issue Resolution","created":"2025-07-31","cited_by_count":65,"area":null},{"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":"2510.08191","title":"Training-Free Group Relative Policy Optimization","created":"2025-10-09","cited_by_count":55,"area":"lr"},{"id":"2511.06449","title":"FLEX: Continuous Agent Evolution via Forward Learning from Experience","created":"2025-11-09","cited_by_count":52,"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":"2605.06614","title":"SkillOS: Learning Skill Curation for Self-Evolving Agents","created":"2026-05-07","cited_by_count":49,"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":"2603.17187","title":"MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild","created":"2026-03-17","cited_by_count":37,"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":"2509.25301","title":"Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution","created":"2025-09-29","cited_by_count":27,"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":"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":"2605.18421","title":"EvoMemBench: Benchmarking Agent Memory from a Self-Evolving Perspective","created":"2026-05-18","cited_by_count":17,"area":"lr"},{"id":"2509.25106","title":"Towards Personalized Deep Research: Benchmarks and Evaluations","created":"2025-09-29","cited_by_count":16,"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":"2601.14192","title":"Toward Efficient Agents: Memory, Tool learning, and Planning","created":"2026-01-20","cited_by_count":16,"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":"2605.12039","title":"SkillGraph: Skill-Augmented Reinforcement Learning for Agents via Evolving Skill Graphs","created":"2026-05-12","cited_by_count":15,"area":"lr"},{"id":"2509.15738","title":"GUI-ReWalk: Massive Data Generation for GUI Agent via Stochastic Exploration and Intent-Aware Reasoning","created":"2025-09-19","cited_by_count":13,"area":"lr"},{"id":"2609.24972","title":"RRSI: Regularized Recursive Self-Improvement of Agent Harnesses","created":"2026-09-21","cited_by_count":13,"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":"2512.01948","title":"How Far Are We from Genuinely Useful Deep Research Agents?","created":"2025-12-01","cited_by_count":11,"area":"agents"},{"id":"2604.04202","title":"ClawArena: Benchmarking AI Agents in Evolving Information Environments","created":"2026-04-05","cited_by_count":11,"area":"agents"},{"id":"2606.17546","title":"SEAGym: An Evaluation Environment for Self-Evolving LLM Agents","created":"2026-06-16","cited_by_count":11,"area":"agents"},{"id":"2602.03224","title":"TAME: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking","created":"2026-02-03","cited_by_count":10,"area":"agents"},{"id":"2509.24771","title":"LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space","created":"2025-09-29","cited_by_count":9,"area":"lr"},{"id":"2510.07713","title":"MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation","created":"2025-10-09","cited_by_count":9,"area":null},{"id":"2602.13691","title":"PhGPO: Pheromone-Guided Policy Optimization for Long-Horizon Tool Planning","created":"2026-02-14","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":"2606.08755","title":"Co-Evolving Skill Generation and Policy Optimization","created":"2026-06-07","cited_by_count":7,"area":null},{"id":"2510.12838","title":"A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning","created":"2025-10-13","cited_by_count":6,"area":"lr"},{"id":"2512.22256","title":"Agentic Software Issue Resolution with Large Language Models: A Survey","created":"2025-12-24","cited_by_count":6,"area":"agents"},{"id":"2604.07791","title":"SEARL: Joint Optimization of Policy and Tool Graph Memory for Self-Evolving Agents","created":"2026-04-09","cited_by_count":6,"area":"agents"},{"id":"2606.05684","title":"AdaMEM: Test-Time Adaptive Memory for Language Agents","created":"2026-06-04","cited_by_count":6,"area":"agents"},{"id":"2510.25333","title":"CRMWeaver: Building Powerful Business Agent via Agentic RL and Shared Memories","created":"2025-10-29","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":"2602.22675","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":"2606.04815","title":"Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents","created":"2026-06-03","cited_by_count":4,"area":"agents"},{"id":"2606.09365","title":"Experience Makes Skillful: Enabling Generalizable Medical Agent Reasoning via Self-Evolving Skill Memory","created":"2026-06-08","cited_by_count":4,"area":null},{"id":"2608.24747","title":"SkillForge: Evolving Verifiable Skills for Reinforcement Learning Agents","created":"2026-08-25","cited_by_count":4,"area":"lr"},{"id":"2601.16872","title":"From Atom to Community: Structured and Evolving Agent Memory for User Behavior Modeling","created":"2026-01-23","cited_by_count":3,"area":"agents"},{"id":"2602.01075","title":"ConvexBench: Can LLMs Recognize Convex Functions?","created":"2026-02-01","cited_by_count":3,"area":null},{"id":"2604.14004","title":"Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents","created":"2026-04-15","cited_by_count":3,"area":"agents"},{"id":"2605.22566","title":"GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving","created":"2026-05-21","cited_by_count":3,"area":"lr"},{"id":"2606.10875","title":"Pushing the Limits of LLM Tool Calling via Experiential Knowledge Integration and Activation","created":"2026-06-09","cited_by_count":3,"area":"agents"},{"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":"2607.13854","title":"SPyCE: Skill-Policy Co-evolution for Multimodal Agents","created":"2026-07-15","cited_by_count":2,"area":"lr"},{"id":"2607.19592","title":"Knowledge-Centric Self-Improvement","created":"2026-07-21","cited_by_count":2,"area":"synth"},{"id":"2607.24772","title":"RSMeM: Knowledge-Enhanced Memory Evolution for Remote Sensing Agents with Systematic Evaluation","created":"2026-06-11","cited_by_count":2,"area":"agents"},{"id":"2608.15703","title":"HyMem: Hierarchical Context Management for Long-Horizon Agents via Information Isolation","created":"2026-08-16","cited_by_count":2,"area":"agents"},{"id":"2609.02217","title":"SkillGLoW: Procedural-Family Skill Consolidation for Self-Improving Agents on Long-Horizon Task Streams","created":"2026-09-02","cited_by_count":2,"area":"agents"},{"id":"2509.26536","title":"OceanGym: A Benchmark Environment for Underwater Embodied Agents","created":"2025-09-30","cited_by_count":1,"area":"agents"},{"id":"2510.04080","title":"PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity","created":"2025-10-05","cited_by_count":1,"area":"alignment"},{"id":"2604.15719","title":"Harnessing Pre-Resolution Signals for Future Prediction Agents","created":"2026-04-17","cited_by_count":1,"area":null},{"id":"2605.06702","title":"CASCADE: Case-Based Continual Adaptation for Large Language Models During Deployment","created":"2026-05-05","cited_by_count":1,"area":null},{"id":"2605.15461","title":"DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery","created":"2026-05-14","cited_by_count":1,"area":"agents"},{"id":"2605.26186","title":"SetupX: Can LLM Agents Learn from Past Failures in Functionality-Correct Code Repository Setup?","created":"2026-05-25","cited_by_count":1,"area":"agents"},{"id":"2605.28773","title":"Rethinking Memory as Continuously Evolving Connectivity","created":"2026-05-27","cited_by_count":1,"area":"lr"},{"id":"2606.06787","title":"AdMem: Advanced Memory for Task-solving Agents","created":"2026-06-05","cited_by_count":1,"area":"agents"},{"id":"2608.10504","title":"MEGA: Self-Evolving Agent Optimization Infrastructure via Wisdom Graph","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2608.18027","title":"Chain-of-Experience for Continual LLM Improvement","created":"2026-08-18","cited_by_count":1,"area":null},{"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":"2608.23268","title":"Dual-Grained Agent Memory and Shapley Context Attribution for Multimodal Agentic Learner","created":"2026-08-24","cited_by_count":1,"area":"lr"},{"id":"2609.37923","title":"EpiCon: Collective Agent Learning through Co-Evolving Multimodal Memory","created":"2026-09-29","cited_by_count":1,"area":null},{"id":"2508.17068","title":"Anemoi: A Semi-Centralized Multi-agent System Based on Agent-to-Agent Communication MCP server from Coral Protocol","created":"2025-08-23","cited_by_count":0,"area":"agents"},{"id":"2601.11747","title":"PRISM: Learning Design Knowledge from Data for Stylistic Design Improvement","created":"2026-01-16","cited_by_count":0,"area":null},{"id":"2602.22406","title":"Towards Autonomous Memory Agents","created":"2026-02-25","cited_by_count":0,"area":"agents"},{"id":"2605.15384","title":"Is One Score Enough? Rethinking the Evaluation of Sequentially Evolving LLM Memory","created":"2026-05-14","cited_by_count":0,"area":"lr"},{"id":"2606.27136","title":"Joint Learning of Experiential Rules and Policies for Large Language Model Agents","created":"2026-06-25","cited_by_count":0,"area":"agents"},{"id":"2607.07318","title":"R^3: Advertisement Compliance Rectification via Group-Relative Experience Extractor and Curriculum Reinforcement","created":"2026-07-08","cited_by_count":0,"area":null},{"id":"2608.18177","title":"Towards Reversible Forgetting: Managing Obsolete Knowledge in Continual Enterprise AI Agents","created":"2026-08-18","cited_by_count":0,"area":null},{"id":"2609.15381","title":"Translator vs. Challenger: Adversarial Agentic Learning for C-to-Rust Translation","created":"2026-09-14","cited_by_count":0,"area":"agents"},{"id":"2609.32511","title":"Learning from Others, Acting for You: Cross-User Memory Sharing for LLM Agents","created":"2026-09-26","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"},{"id":"2609.35911","title":"Learn Now, Use Next, Trust Later: Prequential Test-Time Learning for LLM Agents","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.38024","title":"Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation","created":"2026-09-29","cited_by_count":0,"area":"rag"},{"id":"2609.39360","title":"Autoresearch in Mixed-Integer Linear and Nonlinear Programming","created":"2026-09-30","cited_by_count":0,"area":null},{"id":"2609.39551","title":"RankEvolve: A Reliable Multi-Agent Auto-Research Harness for Evolving Ranking Models","created":"2026-09-30","cited_by_count":0,"area":"agents"},{"id":"2610.01195","title":"Federated Agent Optimization","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.07376","title":"MemCo: Memory-Centric Collaboration for Generalizing LLM Agents to Unseen Environments","created":"2026-10-05","cited_by_count":0,"area":"agents"},{"id":"2610.08630","title":"Towards In-Parameter Memory Augmentation for Large Language Models","created":"2026-10-06","cited_by_count":0,"area":"agents"}],"next_cursor":null}