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Robots can now predict not just immediate actions but also the next stages of complex tasks, leading to more efficient manipulation strategies.
JEPA-WAM achieves a remarkable 79.2% on LIBERO-Plus without large-scale pretraining, setting a new benchmark for efficient robot control.
MobileWAM achieves superior mobile manipulation performance by seamlessly integrating foresight into action planning, outpacing state-of-the-art methods.
