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Control-Geometry Straightening for Sampling-Based Latent Planning

Fu, Ziang et al.
arXiv (All) · Papers
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Joint-embedding predictive architectures enable planning with latent world models, but accurate transition prediction alone does not ensure that the planning objective is easy to optimize. We introduce Control-Geometry Straightening (CGS), a single auxiliary loss that learns planner-friendly represe
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