MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents Paper • 2610.06830 • Published 17 days ago • 27
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published 17 days ago • 144
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond Paper • 2604.22748 • Published Apr 24 • 158
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory Paper • 2602.06025 • Published Feb 5 • 27
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 64