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Active Learning MPC Objective Functions from Preferences

eess.SY · 2026-05-15 · unverdicted · novelty 6.0

Active learning strategies for preference-based MPC objective learning achieve better closed-loop alignment with human preferences using fewer queries than random sampling in numerical tests.

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  • Active Learning MPC Objective Functions from Preferences eess.SY · 2026-05-15 · unverdicted · none · ref 10

    Active learning strategies for preference-based MPC objective learning achieve better closed-loop alignment with human preferences using fewer queries than random sampling in numerical tests.