{"total":68,"rows":[{"id":"2408.08435","title":"Automated Design of Agentic Systems","created":"2024-08-15","cited_by_count":407,"area":"agents"},{"id":"2410.02506","title":"Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems","created":"2024-10-03","cited_by_count":141,"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":"2410.11782","title":"G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks","created":"2024-10-15","cited_by_count":119,"area":"agents"},{"id":"2606.09498","title":"Self-Harness: Harnesses That Improve Themselves","created":"2026-06-08","cited_by_count":107,"area":"agents"},{"id":"2402.16823","title":"Language Agents as Optimizable Graphs","created":"2024-02-26","cited_by_count":89,"area":"agents"},{"id":"2406.11176","title":"Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement","created":"2024-06-17","cited_by_count":88,"area":"agents"},{"id":"2504.15228","title":"A Self-Improving Coding Agent","created":"2025-04-21","cited_by_count":79,"area":"agents"},{"id":"2409.16299","title":"HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale","created":"2024-09-09","cited_by_count":61,"area":"agents"},{"id":"2510.21614","title":"Huxley-G\\\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine","created":"2025-10-24","cited_by_count":53,"area":"agents"},{"id":"2410.04444","title":"G\\\"odel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement","created":"2024-10-06","cited_by_count":29,"area":"agents"},{"id":"2508.11126","title":"AI Agentic Programming: A Survey of Techniques, Challenges, and Opportunities","created":"2025-08-15","cited_by_count":28,"area":"agents"},{"id":"2607.05297","title":"MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution","created":"2026-07-06","cited_by_count":22,"area":"agents"},{"id":"2606.26294","title":"The Red Queen G\\\"odel Machine: Co-Evolving Agents and Their Evaluators","created":"2026-06-24","cited_by_count":19,"area":"agents"},{"id":"2607.08124","title":"TTHE: Test-Time Harness Evolution","created":"2026-07-09","cited_by_count":16,"area":"agents"},{"id":"2401.04620","title":"Agent Alignment in Evolving Social Norms","created":"2024-01-09","cited_by_count":15,"area":"agents"},{"id":"2510.09721","title":"A Comprehensive Survey on Benchmarks and Solutions in Software Engineering of LLM-Empowered Agentic System","created":"2025-10-10","cited_by_count":15,"area":"agents"},{"id":"2602.22480","title":"VeRO: A Harness for Agents to Optimize Agents","created":"2026-02-25","cited_by_count":14,"area":"agents"},{"id":"2608.07545","title":"DarwinX: Evolving Agent Harnesses Through Natural Selection","created":"2026-07-31","cited_by_count":13,"area":"agents"},{"id":"2608.09096","title":"Evo-Bench: Can Language Models Improve Agent Harness?","created":"2026-08-10","cited_by_count":11,"area":"agents"},{"id":"2609.26457","title":"Recursive self-improvement of AI research agents","created":"2026-09-22","cited_by_count":11,"area":"agents"},{"id":"2608.06301","title":"HarnessOpt-Bench: Evaluating LLMs at Harness Optimization","created":"2026-08-06","cited_by_count":9,"area":"agents"},{"id":"2608.13560","title":"AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design","created":"2026-08-13","cited_by_count":9,"area":"agents"},{"id":"2608.24876","title":"Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses","created":"2026-08-25","cited_by_count":9,"area":"agents"},{"id":"2503.18891","title":"AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration","created":"2025-03-24","cited_by_count":6,"area":"agents"},{"id":"2510.06711","title":"Inefficiencies of Meta Agents for Agent Design","created":"2025-10-08","cited_by_count":5,"area":"agents"},{"id":"2608.24735","title":"Meta$^n$: Recursive Self-Improvement through Emergent Depth","created":"2026-08-25","cited_by_count":5,"area":"agents"},{"id":"2601.13217","title":"Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision","created":"2026-01-19","cited_by_count":4,"area":"agents"},{"id":"2605.28814","title":"Self-Improving Language Models with Bidirectional Evolutionary Search","created":"2026-05-27","cited_by_count":4,"area":"agents"},{"id":"2608.04968","title":"EvolveNet: Collaborative Harness Evolution for Agent Self-Improvement","created":"2026-08-05","cited_by_count":4,"area":"agents"},{"id":"2609.19526","title":"Self Improvement via Fast Tree-search","created":"2026-09-17","cited_by_count":4,"area":"agents"},{"id":"2503.07693","title":"Fully Autonomous Programming using Iterative Multi-Agent Debugging with Large Language Models","created":"2025-03-10","cited_by_count":3,"area":"agents"},{"id":"2505.03973","title":"Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale","created":"2025-05-06","cited_by_count":3,"area":"agents"},{"id":"2605.15301","title":"Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution","created":"2026-05-14","cited_by_count":3,"area":"agents"},{"id":"2608.08311","title":"Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution","created":"2026-08-08","cited_by_count":3,"area":"agents"},{"id":"2605.09018","title":"Evolving Ensemble of Agents","created":"2026-05-09","cited_by_count":2,"area":"agents"},{"id":"2608.03392","title":"Self-Evolving Coding Agents","created":"2026-08-04","cited_by_count":2,"area":"agents"},{"id":"2607.13091","title":"Self-Improving AI Coding Agents Through Accumulated Behavioral Rules: A Closed-Loop Framework","created":"2026-07-13","cited_by_count":1,"area":"agents"},{"id":"2607.21596","title":"FlowEvo: Self-Evolving Agents through the Co-Evolution of Workflows and Executable Skills","created":"2026-04-18","cited_by_count":1,"area":"agents"},{"id":"2608.30478","title":"Agents in the Large: Perception-Centered Architecture for Persistent Agents","created":"2026-08-31","cited_by_count":1,"area":"agents"},{"id":"2609.26891","title":"Harness as a Language: A Minimalist Agent Framework With Maximal Expressivity","created":"2026-09-22","cited_by_count":1,"area":"agents"},{"id":"2610.02616","title":"VERSE: Verified Self-Evolving Optimizer for Agent Harnesses","created":"2026-10-02","cited_by_count":1,"area":"agents"},{"id":"2506.13818","title":"The Synthetic Mirror -- Synthetic Data at the Age of Agentic AI","created":"2025-06-15","cited_by_count":0,"area":"agents"},{"id":"2512.04988","title":"When AI Agents Compete for Jobs: Strategic Capabilities and Economic Dynamics of AI Labour Markets","created":"2025-12-04","cited_by_count":0,"area":"agents"},{"id":"2605.06898","title":"Self-Programmed Execution for Language-Model Agents","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2607.11288","title":"Mako: A Self-Evolving Agentic Operating System (SE-AOS) for Autonomous Web Exploitation","created":"2026-07-13","cited_by_count":0,"area":"agents"},{"id":"2608.07196","title":"EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision","created":"2026-08-07","cited_by_count":0,"area":"agents"},{"id":"2608.16207","title":"Competing at Every Price Point with Agentic Evolution over a Menu of LLMs","created":"2026-08-17","cited_by_count":0,"area":"agents"},{"id":"2609.03546","title":"Dalek: A Constructive Agent Machine","created":"2026-09-03","cited_by_count":0,"area":"agents"},{"id":"2609.24130","title":"Self-Healing Harness for Runtime Oversight of Agent Self-Modification","created":"2026-09-21","cited_by_count":0,"area":"agents"},{"id":"2609.33867","title":"R$^2$ Flow: Recursive Self-Improvement via Recursive Skill Evolution","created":"2026-09-27","cited_by_count":0,"area":"agents"},{"id":"2609.35530","title":"AutoRef: Harness Optimization for Agentic Multi-Reference Image Generation","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.35738","title":"Harness Learning Enables Generalizable Test-Time Adaptation","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.36393","title":"Reward-rate Policy Gradient for Efficient Machine Learning Engineering Agents","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.37950","title":"Video-RSI: Recursive Self-Improvement of Video Understanding Agents via Harness Evolution","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2609.37968","title":"SelfSearch: Reward-Free Search for Self-Improving Agents","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2609.38372","title":"Self-Evolving Harness on Multiple Tasks with the Agent as Its Own Optimizer","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.00948","title":"GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution","created":"2026-10-01","cited_by_count":0,"area":"agents"},{"id":"2610.05039","title":"Causal Improvement Graph for Agentic Harness Optimization","created":"2026-10-04","cited_by_count":0,"area":"agents"},{"id":"2610.10611","title":"Verification and Self-Improvement in Agentic AI: Foundations and Limits","created":"2026-10-07","cited_by_count":0,"area":"agents"},{"id":"2610.13361","title":"AgentSWE: Can Coding Agents Build the Agent You Actually Want?","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.14224","title":"Harness^2: Recursive Agent Harnessing for an Open World","created":"2026-10-09","cited_by_count":0,"area":"agents"},{"id":"2610.15708","title":"SpecForge: Recursive Self-Improvement for Coding Agents via Behavioral Specifications","created":"2026-10-11","cited_by_count":0,"area":"agents"},{"id":"2610.15964","title":"Small but Mighty: Test Suites as Improvement Signals for Self-Evolving Agents","created":"2026-10-11","cited_by_count":0,"area":"agents"},{"id":"2610.16725","title":"Trace-to-Architecture: Capability Bottleneck Diagnosis for Harness Revision","created":"2026-10-12","cited_by_count":0,"area":"agents"},{"id":"2610.18097","title":"APT: Feedback-Driven Agentic Post-Training for Text-to-Image Generation","created":"2026-10-13","cited_by_count":0,"area":"agents"},{"id":"2610.18792","title":"SEAR: Self-Evolving Agentic Robotics","created":"2026-10-13","cited_by_count":0,"area":"agents"},{"id":"2610.19591","title":"L3M: A Verifiable Harness and Runtime for Self-Extending and Self-Improving Agents","created":"2026-10-14","cited_by_count":0,"area":"agents"}],"next_cursor":null}