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Shiyuan Han

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#reinforcement learning Open access Oct 2026

Active suspension preview control via deep reinforcement learning with hybrid synchronizing policy and hierarchical road perception

The rapid advancement of vehicle electronic control systems has provided favorable support for enhancing the dynamic response and control performance of suspension systems. Conventional control strategies based on suspension state feedback are limited in their active adjustment capability due to the lack of utilization...

Keyao Chang, Changle Sun, Shiyuan Han et al. · 0 citations

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