EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Making

Yuhan Guo, Jinming Liu, Liang Xu +8

Large language models (LLMs) are increasingly deployed as agents for multi-step decision-making, yet transfer poorly to unseen environments. World-model methods address this by tra…