How Much Planning Is Enough? Reducing Search and Computation in World-Model Planning
Experiments show that SufficientPlan substantially reduces search budgets and planning latency while maintaining competitive control performance, and caches observation and goal representations across search iterations while preserving candidate-dependent planning and selected actions.
Chang-Bai Li, Si-Rui Li, Yi-Chen Yang et al.
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