{"total":13,"rows":[{"id":"2607.13104","title":"Self-Improvements in Modern Agentic Systems: A Survey","created":"2026-07-14","cited_by_count":19,"area":"agents"},{"id":"2608.23041","title":"AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces","created":"2026-08-24","cited_by_count":15,"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":"2608.08466","title":"Hierarchical Self-Improvement: A Framework for Task-Specific Evolvable Agent Harnesses","created":"2026-08-09","cited_by_count":7,"area":"agents"},{"id":"2609.24974","title":"Harness-Zero: Harness Distillation via Agent-as-Harness","created":"2026-09-21","cited_by_count":5,"area":"agents"},{"id":"2609.09134","title":"Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails","created":"2026-09-08","cited_by_count":4,"area":"agents"},{"id":"2608.10299","title":"Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design","created":"2026-08-10","cited_by_count":1,"area":"agents"},{"id":"2608.15763","title":"Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report","created":"2026-08-16","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":"2609.35738","title":"Harness Learning Enables Generalizable Test-Time Adaptation","created":"2026-09-28","cited_by_count":0,"area":"agents"},{"id":"2609.37105","title":"VACE: Validation-Gated Alternating Co-Evolution of Agent Models and Harnesses","created":"2026-09-29","cited_by_count":0,"area":"agents"},{"id":"2610.00906","title":"ActiveSaddler: Automated Curriculum Learning for Agent Harness Optimization","created":"2026-10-01","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"}],"next_cursor":null}