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

Ailing Zhang, Fan Gao, Song Zhang +3

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 conse…