Fixed 3D Gaussian Splatting (3DGS) reconstructions provide realistic novel views but lack the traversability constraints, valid goals, and closed-loop protocols required for navigation evaluation. We introduce NavArena, an automated framework that transforms fixed 3DGS reconstructions into benchmarks for goal-oriented...
Jun-Hui Wang, Wei Yang, Xin-Yao Li et al.· 0 citations
FootQuery is presented, a perceptive locomotion framework that queries depth history using each foot's predicted next touchdown using each foot's predicted next touchdown to organize visual history around anticipated contacts for perceptive humanoid locomotion.
WorldToken, a time-first policy instantiation that fuses multiview images, proprioception, and task conditioning within each policy timestep into one world token is introduced and its data-scaling and temporal-context behavior under the tested recipes are characterized.
Chunkai Yang, An-Dong Yang, Di Huang et al.· 0 citations
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