12 citations · 50 across the 15 of their papers we have counts for
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cs.RO2026
Humanoid Loco-Manipulation With Discrete VLA Model
Wenxin Shao, Siqi Chai, Kun Li +4
Vision-language-action (VLA) models using discrete action tokens have proven effective for controling robotic arms on manipulation tasks. For a humanoid, however, the whole-body ac…
cs.RO2023★ 8 cited
Imitation with Spatial-Temporal Heatmap: 2nd Place Solution for NuPlan Challenge
Yihan Hu, Kun Li, Pingyuan Liang +7
This paper presents our 2nd place solution for the NuPlan Challenge 2023. Autonomous driving in real-world scenarios is highly complex and uncertain. Achieving safe planning in the…
cs.RO2023
Efficient Multi-Task and Transfer Reinforcement Learning with Parameter-Compositional Framework
Lingfeng Sun, Haichao Zhang, Wei Xu +1
In this work, we investigate the potential of improving multi-task training and also leveraging it for transferring in the reinforcement learning setting. We identify several chall…