activity
20182026
most citedSNAS: Stochastic Neural Architecture Search

276 citations · 331 across the 14 of their papers we have counts for

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Showing cs.ROShow all

6 papers · 1 filter

cs.RO2026

ACE-Brain-0.5: A Unified Embodied Foundational Model for Physical Agentic AI

Brain Team, Ziyang Gong, Haoming Gu +28

Embodied AI is moving from isolated perception or action modules toward physical agents that understand, plan under goals, act through robot bodies, monitor progress, and improve f…

cs.RO2026

ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining

Hao Li, Ganlong Zhao, Yufei Liu +8

Vision-Language-Action (VLA) models benefit from large-scale and diverse embodied data, yet scaling robot trajectory collection is costly and labor-intensive. Recent advances show…

cs.RO2026

ACE-Brain-0: Spatial Intelligence as a Shared Scaffold for Universal Embodiments

Ziyang Gong, Zehang Luo, Anke Tang +21

Universal embodied intelligence demands robust generalization across heterogeneous embodiments, such as autonomous driving, robotics, and unmanned aerial vehicles (UAVs). However,…

cs.RO2024

Hi-Drive: Hierarchical POMDP Planning for Safe Autonomous Driving in Diverse Urban Environments

Xuanjin Jin, Chendong Zeng, Shengfa Zhu +2

Uncertainties in dynamic road environments pose significant challenges for behavior and trajectory planning in autonomous driving. This paper introduces Hi-Drive, a hierarchical pl…

cs.RO2021★ 1 cited

Autonomous Underwater Vehicle-Manipulator Systems Path Planning with RRTAUVMS Algorithm

Xiaoxu Cao, Linyi Gu, JunChen Mu +4

Autonomous Underwater Vehicle-Manipulator systems (AUVMS) is a new tool for ocean exploration, the AUVMS path planning problem is addressed in this paper. AUVMS is a high dimension…

cs.RO2020★ 9 cited

Improving the Generalization of End-to-End Driving through Procedural Generation

Quanyi Li, Zhenghao Peng, Qihang Zhang +2

Over the past few years there is a growing interest in the learning-based self driving system. To ensure safety, such systems are first developed and validated in simulators before…