SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published 3 days ago • 13
Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory Paper • 2608.07169 • Published 7 days ago • 47
AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning Paper • 2608.05987 • Published 8 days ago • 92
FinanceHarness: Autonomous Financial Deep Research Framework Paper • 2607.27853 • Published 7 days ago • 11
FocusMem: Factorizing Content, Readout, and Trust in Latent GUI Memory Paper • 2608.04530 • Published 9 days ago • 14
When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents Paper • 2608.04574 • Published 9 days ago • 16
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published 9 days ago • 27
OneDayAgent: Towards a Long-Horizon Harness for Autonomous Agents Paper • 2608.05013 • Published 10 days ago • 35
SkillJack: Persistent Skill Backdoors in Self-Evolving Agents Paper • 2608.03509 • Published 10 days ago • 23
Zero-Mem: Zero-Token Memory Operations for LLM Agents Paper • 2607.29377 • Published 14 days ago • 11
MemSFT: Mitigating Alignment Tax with an External Parametric Memory Paper • 2607.25614 • Published 17 days ago • 23
UEmbed: Unified Sparse and Dense Multimodal Embeddings Paper • 2608.02583 • Published 11 days ago • 50
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published 11 days ago • 58
LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks Paper • 2608.01964 • Published 11 days ago • 169