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From Prediction to Decision: World-Model-Guided Action Selection for Continuous Pile Excavation

Zhang, Ailing et al.
arXiv (OAI Expanded) · Papers
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robotics
Wheel-loader excavation is a sequential decision problem in which every scoop changes the terrain available to subsequent actions. A practical world model must predict action consequences accurately, rank candidates in real time, and operate inside the closed loop of a full-size machine. We present
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