3 papers
cs.RO2026
TFP: Temporally Conditioned Memory-Fusion Policies for Visuomotor Learning
Yushen Liang, Yue Peng, Baosheng Jin +6
Vision--Language--Action (VLA) policies such as and OpenVLA perform well on many manipulation tasks, but they are often reactive: the next action is predicted from the c…
cs.RO2025
Do You Need Proprioceptive States in Visuomotor Policies?
Juntu Zhao, Wenbo Lu, Di Zhang +10
Imitation-learning-based visuomotor policies have been widely used in robot manipulation, where both visual observations and proprioceptive states are typically adopted together fo…
cs.AI2025
Relation-Aware LNN-Transformer for Intersection-Centric Next-Step Prediction
Zhehong Ren, Tianluo Zhang, Yiheng Lu +2
Next-step location prediction plays a pivotal role in modeling human mobility, underpinning applications from personalized navigation to strategic urban planning. However, approach…