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cs.RO2026
ReMemNav: A Rethinking and Memory-Augmented Framework for Zero-Shot Object Navigation
Feng Wu, Wei Zuo, Wenliang Yang +3
Zero-shot object navigation requires agents to locate unseen target objects in unfamiliar environments without prior maps or task-specific training which remains a significant chal…
cs.RO2026
HPTune: Hierarchical Proactive Tuning for Collision-Free Model Predictive Control
Wei Zuo, Chengyang Li, Yikun Wang +5
Parameter tuning is a powerful approach to enhance adaptability in model predictive control (MPC) motion planners. However, existing methods typically operate in a myopic fashion t…