{"total":125,"rows":[{"id":"2502.12110","title":"A-MEM: Agentic Memory for LLM Agents","created":"2025-02-17","cited_by_count":1063,"area":"agents"},{"id":"2503.21460","title":"Large Language Model Agent: A Survey on Methodology, Applications and Challenges","created":"2025-03-27","cited_by_count":205,"area":"agents"},{"id":"2407.15711","title":"AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?","created":"2024-07-22","cited_by_count":158,"area":"agents"},{"id":"2510.16079","title":"EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle","created":"2025-10-17","cited_by_count":137,"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":"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":"2403.03101","title":"KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents","created":"2024-03-05","cited_by_count":61,"area":"agents"},{"id":"2403.04123","title":"Exploring LLM-based Agents for Root Cause Analysis","created":"2024-03-07","cited_by_count":61,"area":"agents"},{"id":"2506.10055","title":"TaskCraft: Automated Generation of Agentic Tasks","created":"2025-06-11","cited_by_count":51,"area":"agents"},{"id":"2510.04550","title":"TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use","created":"2025-10-06","cited_by_count":51,"area":"agents"},{"id":"2601.07055","title":"Dr. Zero: Self-Evolving Search Agents without Training Data","created":"2026-01-11","cited_by_count":44,"area":"agents"},{"id":"2306.07929","title":"Large Language Models Are Semi-Parametric Reinforcement Learning Agents","created":"2023-06-09","cited_by_count":42,"area":"agents"},{"id":"2505.07176","title":"Internet of Agents: Fundamentals, Applications, and Challenges","created":"2025-05-12","cited_by_count":31,"area":"agents"},{"id":"2402.01469","title":"AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback","created":"2024-02-02","cited_by_count":25,"area":"agents"},{"id":"2402.17896","title":"Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents","created":"2024-02-27","cited_by_count":23,"area":"agents"},{"id":"2410.14594","title":"Toolshed: Scale Tool-Equipped Agents with Advanced RAG-Tool Fusion and Tool Knowledge Bases","created":"2024-10-18","cited_by_count":23,"area":"agents"},{"id":"2505.16582","title":"O$^2$-Searcher: A Searching-based Agent Model for Open-Domain Open-Ended Question Answering","created":"2025-05-22","cited_by_count":23,"area":"agents"},{"id":"2510.05520","title":"CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension","created":"2025-10-07","cited_by_count":23,"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":"2605.15184","title":"Is Grep All You Need? How Agent Harnesses Reshape Agentic Search","created":"2026-05-14","cited_by_count":21,"area":"agents"},{"id":"2502.13957","title":"Supervising the search process produces reliable and generalizable information-seeking agents","created":"2025-02-19","cited_by_count":20,"area":"agents"},{"id":"2603.05344","title":"Building Effective AI Coding Agents for the Terminal: Scaffolding, Harness, Context Engineering, and Lessons Learned","created":"2026-03-05","cited_by_count":18,"area":"agents"},{"id":"2510.10666","title":"BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions","created":"2025-10-12","cited_by_count":17,"area":"agents"},{"id":"2511.01854","title":"Tool-to-Agent Retrieval: Bridging Tools and Agents for Scalable LLM Multi-Agent Systems","created":"2025-11-03","cited_by_count":15,"area":"agents"},{"id":"2601.04888","title":"SmartSearch: Process Reward-Guided Query Refinement for Search Agents","created":"2026-01-08","cited_by_count":14,"area":"agents"},{"id":"2606.01619","title":"ReSkill: Reconciling Skill Creation with Policy Optimization in Agentic RL","created":"2026-06-01","cited_by_count":14,"area":"agents"},{"id":"2609.23986","title":"Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents","created":"2026-09-21","cited_by_count":14,"area":"agents"},{"id":"2601.05890","title":"StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management","created":"2026-01-09","cited_by_count":13,"area":"agents"},{"id":"2502.13010","title":"Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge","created":"2025-02-18","cited_by_count":12,"area":"agents"},{"id":"2603.20432","title":"Coding Agents are Effective Long-Context Processors","created":"2026-03-20","cited_by_count":12,"area":"agents"},{"id":"2505.20128","title":"Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers","created":"2025-05-26","cited_by_count":11,"area":"agents"},{"id":"2510.25320","title":"GAP: Graph-Based Agent Planning with Parallel Tool Use and Reinforcement Learning","created":"2025-10-29","cited_by_count":11,"area":"agents"},{"id":"2601.11888","title":"Agentic-R: Learning to Retrieve for Agentic Search","created":"2026-01-17","cited_by_count":11,"area":"agents"},{"id":"2501.18539","title":"Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method","created":"2025-01-30","cited_by_count":10,"area":"agents"},{"id":"2509.25598","title":"Hybrid Reward Normalization for Process-supervised Non-verifiable Agentic Tasks","created":"2025-09-29","cited_by_count":10,"area":"agents"},{"id":"2605.29307","title":"GrepSeek: Training Search Agents for Direct Corpus Interaction","created":"2026-05-28","cited_by_count":10,"area":"agents"},{"id":"2510.17017","title":"SafeSearch: Do Not Trade Safety for Utility in LLM Search Agents","created":"2025-10-19","cited_by_count":9,"area":"agents"},{"id":"2508.20368","title":"AI-SearchPlanner: Modular Agentic Search via Pareto-Optimal Multi-Objective Reinforcement Learning","created":"2025-08-28","cited_by_count":8,"area":"agents"},{"id":"2510.14278","title":"PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering","created":"2025-10-16","cited_by_count":8,"area":"agents"},{"id":"2602.07035","title":"DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents","created":"2026-02-03","cited_by_count":8,"area":"agents"},{"id":"2602.19526","title":"How to Train Your Deep Research Agent? Prompt, Reward, and Policy Optimization in Search-R1","created":"2026-02-23","cited_by_count":8,"area":"agents"},{"id":"2606.01435","title":"Reliable Post-Retrieval Assembly for Agent Memory: Separating Evidence Extraction from Policy Execution","created":"2026-05-31","cited_by_count":8,"area":"agents"},{"id":"2601.21742","title":"Epistemic Context Learning: Building Trust the Right Way in LLM-Based Multi-Agent Systems","created":"2026-01-29","cited_by_count":6,"area":"agents"},{"id":"2605.07042","title":"The Context Gathering Decision Process: A POMDP Framework for Agentic Search","created":"2026-05-07","cited_by_count":6,"area":"agents"},{"id":"2505.12065","title":"Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents","created":"2025-05-17","cited_by_count":5,"area":"agents"},{"id":"2509.26048","title":"RE-Searcher: Robust Agentic Search with Goal-oriented Planning and Self-reflection","created":"2025-09-30","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":"2505.21471","title":"Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration","created":"2025-05-27","cited_by_count":4,"area":"agents"},{"id":"2510.04695","title":"Beyond Outcome Reward: Decoupling Search and Answering Improves LLM Agents","created":"2025-10-06","cited_by_count":4,"area":"agents"},{"id":"2510.07414","title":"Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation","created":"2025-10-08","cited_by_count":4,"area":"agents"},{"id":"2511.18194","title":"Agent-as-a-Graph: Knowledge Graph-Based Tool and Agent Retrieval for LLM Multi-Agent Systems","created":"2025-11-22","cited_by_count":4,"area":"agents"},{"id":"2603.28488","title":"Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification","created":"2026-03-30","cited_by_count":4,"area":"agents"},{"id":"2604.10741","title":"Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation","created":"2026-04-12","cited_by_count":4,"area":"agents"},{"id":"2601.11037","title":"BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search","created":"2026-01-16","cited_by_count":3,"area":"agents"},{"id":"2603.00267","title":"Multi-Sourced, Multi-Agent Evidence Retrieval for Fact-Checking","created":"2026-02-27","cited_by_count":3,"area":"agents"},{"id":"2604.17555","title":"CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search","created":"2026-04-19","cited_by_count":3,"area":"agents"},{"id":"2605.03312","title":"MemFlow: Intent-Driven Memory Orchestration for Small Language Model Agents","created":"2026-05-05","cited_by_count":3,"area":"agents"},{"id":"2607.24223","title":"A New Role for Relevance: Guiding Corpus Interaction in Agentic Search","created":"2026-07-27","cited_by_count":3,"area":"agents"},{"id":"2609.26760","title":"Grow the Harness, Not the Context: From Strategy-Free Scaffolds to Reusable Specialist Agents","created":"2026-09-22","cited_by_count":3,"area":"agents"},{"id":"2404.11964","title":"From Language Models to Practical Self-Improving Computer Agents","created":"2024-04-18","cited_by_count":2,"area":"agents"},{"id":"2411.14574","title":"SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions","created":"2024-11-21","cited_by_count":2,"area":"agents"},{"id":"2503.23415","title":"An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering","created":"2025-03-30","cited_by_count":2,"area":"agents"},{"id":"2508.20324","title":"Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities","created":"2025-08-27","cited_by_count":2,"area":"agents"},{"id":"2603.07853","title":"SynPlanResearch-R1: Encouraging Tool Exploration for Deep Research with Synthetic Plans","created":"2026-03-09","cited_by_count":2,"area":"agents"},{"id":"2603.10069","title":"Improving Search Agent with One Line of Code","created":"2026-03-10","cited_by_count":2,"area":"agents"},{"id":"2604.01195","title":"ORBIT: Scalable and Verifiable Data Generation for Search Agents on a Tight Budget","created":"2026-04-01","cited_by_count":2,"area":"agents"},{"id":"2605.05538","title":"AgenticRAG: Agentic Retrieval for Enterprise Knowledge Bases","created":"2026-05-07","cited_by_count":2,"area":"agents"},{"id":"2605.29796","title":"SAAS: Self-Aware Reinforcement Learning for Over-Search Mitigation in Agentic Search","created":"2026-05-28","cited_by_count":2,"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":"2606.10684","title":"Divide and Cooperate: Role-Decomposed Multi-Agent LLM Training with Cross-Agent Learning Signals","created":"2026-06-09","cited_by_count":2,"area":"agents"},{"id":"2606.21777","title":"CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks","created":"2026-06-19","cited_by_count":2,"area":"agents"},{"id":"2606.29863","title":"KbSD: Knowledge Boundary aware Self-Distillation for Behavioral Calibration in Agentic Search","created":"2026-06-29","cited_by_count":2,"area":"agents"},{"id":"2607.15253","title":"Bridge Evidence: Static Retrieval Utility Does Not Predict Causal Utility in Multi-Step Agentic Search","created":"2026-07-16","cited_by_count":2,"area":"agents"},{"id":"2503.13275","title":"Knowledge-Aware Iterative Retrieval for Multi-Agent Systems","created":"2025-03-17","cited_by_count":1,"area":"agents"},{"id":"2508.00360","title":"Lucy: edgerunning agentic web search on mobile with machine generated task vectors","created":"2025-08-01","cited_by_count":1,"area":"agents"},{"id":"2510.26287","title":"Empowering RepoQA-Agent based on Reinforcement Learning Driven by Monte-carlo Tree Search","created":"2025-10-30","cited_by_count":1,"area":"agents"},{"id":"2601.18202","title":"SAGE: Steerable Agentic Data Generation for Deep Search with Execution Feedback","created":"2026-01-26","cited_by_count":1,"area":"agents"},{"id":"2602.01355","title":"Aggregation Queries over Unstructured Text: Benchmark and Agentic Method","created":"2026-02-01","cited_by_count":1,"area":"agents"},{"id":"2602.03432","title":"Failure is Feedback: History-Aware Backtracking for Agentic Traversal in Multimodal Graphs","created":"2026-02-03","cited_by_count":1,"area":"agents"},{"id":"2607.15257","title":"SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration","created":"2026-07-16","cited_by_count":1,"area":"agents"},{"id":"2607.16257","title":"From Outcomes to Actions: Leveraging Hindsight for Long-Horizon Language Agent Training","created":"2026-06-28","cited_by_count":1,"area":"agents"},{"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":"2608.10676","title":"Self-Correcting Long-Horizon Search Agents via Tree-Structured Memory","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2608.10743","title":"Mitigating Context Interference for Reliable and Efficient Search Agents","created":"2026-08-11","cited_by_count":1,"area":"agents"},{"id":"2608.11967","title":"LoongReflect: Boosting Long-Horizon Reflection in Search Agents via Global Perspective Distillation","created":"2026-08-12","cited_by_count":1,"area":"agents"},{"id":"2608.27912","title":"ITER: Interaction-Aware Retrieval for Agentic Search","created":"2026-08-28","cited_by_count":1,"area":"agents"},{"id":"2608.29641","title":"Harness-RL: Black-Box Reinforcement Learning with Action-Args Decoupling for Central-Agent Multi-Agent Harnesses","created":"2026-08-30","cited_by_count":1,"area":"agents"},{"id":"2609.01294","title":"Explore Before Committing: Hypothesis-Guided Search for Deep Research Agents","created":"2026-09-01","cited_by_count":1,"area":"agents"},{"id":"2609.17695","title":"GraphEcho: Structural Redundancy and Evidence Provenance in LLM Graph Agents","created":"2026-09-15","cited_by_count":1,"area":"agents"},{"id":"2609.26086","title":"CoVeR: Coverage-Based Routing of Verifier Calls in Agentic Retrieval","created":"2026-09-03","cited_by_count":1,"area":"agents"},{"id":"2509.00446","title":"Benchmarking Agentic Newswriting via Journalistic Workflows","created":"2025-08-30","cited_by_count":0,"area":"agents"},{"id":"2601.07504","title":"FROAV: A Framework for RAG Observation and Agent Verification -- Lowering the Barrier to LLM Agent Research","created":"2026-01-12","cited_by_count":0,"area":"agents"},{"id":"2601.12988","title":"PaperGuide: Making Small Language-Model Paper-Reading Agents More Efficient","created":"2026-01-19","cited_by_count":0,"area":"agents"},{"id":"2603.22083","title":"A Context Engineering Framework for Improving Enterprise AI Agents based on Digital-Twin MDP","created":"2026-03-23","cited_by_count":0,"area":"agents"},{"id":"2603.25097","title":"ElephantBroker: A Knowledge-Grounded Cognitive Runtime for Trustworthy AI Agents","created":"2026-03-26","cited_by_count":0,"area":"agents"},{"id":"2605.16598","title":"GRASP: Graph Agentic Search over Propositions for Multi-hop Question Answering","created":"2026-05-15","cited_by_count":0,"area":"agents"},{"id":"2605.30838","title":"COMPASS: Cognitive MCTS-Guided Process Alignment for Safe Search Agents","created":"2026-05-29","cited_by_count":0,"area":"agents"},{"id":"2606.00590","title":"Critic-R: Improving Agentic Search using Instruction-tuned Retrievers with Natural Language Introspective Feedback","created":"2026-05-30","cited_by_count":0,"area":"agents"},{"id":"2606.13904","title":"SANA: What Matters for QA Agents over Massive Data Lakes?","created":"2026-06-11","cited_by_count":0,"area":"agents"},{"id":"2607.10198","title":"Similar Accuracy, Unequal Evidence: Search APIs as Decision Surfaces for Tool-Using Agents","created":"2026-07-11","cited_by_count":0,"area":"agents"}],"next_cursor":"100"}