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ACID: Action Consistency via Inverse Dynamics for Planning with World Models

Seo, Gawon et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognitionrobotics
Decision-time planning with action-conditioned world models has become a popular paradigm for embodied control. However, the standard planning cost judges a candidate solely by how close its predicted terminal state lies to the goal, leaving the realizability of the intermediate transitions unchecke
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