transfer learning

EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Makingarxiv.org

LLM agents struggle with generalization to new environments. EVOKE is a post-training method that elicits an agent's pretrained world knowledge by supervising action preferences under diverse goals at fixed states, improving transferability without explicit world model training.