Bridging Learned Visual Perception and Symbolic Belief-Space Planning
A third paradigm is introduced, VLM-as-probabilistic-grounder, a novel approach that captures the uncertainty of VLM predicate groundings as a probability distribution over symbolic states that enables planning in belief space and producing robust plans under uncertainty.
Guy Azran, Michael Navat, Sarah Keren
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