Review
Oct 2026
Learning Robot Metareasoning: Adaptive Computation Budgets for Real-Time Control
Across ground-robot navigation, agile quadrotor flight, and contact-rich manipulation, the learned policy changes its budget with the demands of the scenario, discovering efficient reasoning patterns that outperform fixed-budget baselines.
Lorenzo Magnino, Antonio Marino, Michael Amir et al.
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