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WavePrune restricts each channel to its first rotation period to address position aliasing. It raises the HELMET score on four of five models tested and achieves lower validation loss at extrapolated lengths.
Source: arXiv cs.CL
https://arxiv.org/abs/2610.06963
#MachineLearning
Independent multi-agent reinforcement learning requires agents to use local information. CASTLE uses two world models to provide guidance and achieved the highest mean final score across benchmark tasks.
Source: arXiv cs.MA
https://arxiv.org/abs/2610.07704
#MachineLearning
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