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Yifei He

2 papers indexed

arxivcs.RO2026-07-15

nuTruck: Benchmarking Autonomous Driving Planning for Distributed Electric-drive Trucks

Jinyu Miao, Pu Zhang, Yifei He, Chengyao Zhang, Kun Jiang, Ke Wang, et al.

The dominance of traditional rule-based methods in autonomous driving has gradually been replaced by learning-based approaches. While learning-based planners have achieved considerable success in passenger vehicles, their performance on heavy-duty trucks, particularly modern dist…

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arxivcs.LGcs.AI2026-06-29

Dual-Flow Reinforcement Learning with State-Aware Exploration

Qijun Li, Zheng Fu, Qi Song, Yifei He, Weitao Zhou, Kun Jiang, et al.

In complex continuous-control reinforcement learning tasks, multimodal optimal actions often coincide with uncertain, multimodal return distributions, making reliable value estimation and multimodal exploration challenging. Existing value estimation methods using unimodal Gaussia…

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