2 citations · 4 across the 4 of their papers we have counts for
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cs.RO2023★ 2 cited
Learning Excavation of Rigid Objects with Offline Reinforcement Learning
Shiyu Jin, Zhixian Ye, Liangjun Zhang
Autonomous excavation is a challenging task. The unknown contact dynamics between the excavator bucket and the terrain could easily result in large contact forces and jamming probl…
cs.RO2022
VINet: Visual and Inertial-based Terrain Classification and Adaptive Navigation over Unknown Terrain
Tianrui Guan, Ruitao Song, Zhixian Ye +1
We present a visual and inertial-based terrain classification network (VINet) for robotic navigation over different traversable surfaces. We use a novel navigation-based labeling s…