AIBullisharXiv – CS AI · Mar 176/10
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Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models
Researchers introduce Imagine-then-Plan (ITP), a new AI framework that enables agents to learn through adaptive lookahead imagination using world models. The system allows AI agents to simulate multi-step future scenarios and adjust planning horizons dynamically, significantly outperforming existing methods in benchmark tests.