Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? Paper • 2610.08215 • Published 28 days ago • 42
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published about 1 month ago • 64
AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems Paper • 2609.08572 • Published Sep 8 • 53