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Linear Recurrent Memory Suffices to Distil a World-Model Policy for Robot Air Hockey

Fan, F. Olivia et al.
arXiv (All) · Papers
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robotics
Does memory-dependent control need nonlinear recurrent dynamics? We study simulated air-hockey defence under temporary loss of puck tracking. A DreamerV3 teacher outperforms a memoryless policy under tracking loss, while resetting the teacher's recurrent state sharply reduces performance, which demo
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