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University of New South Wales (UNSW Sydney)
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Anchoring noise in the embedding space unlocks richer exploration for LLM RLVR, boosting solution coverage without altering model architecture or inference.
MILES redefines LLM reasoning by enabling dynamic memory expansion and optimized selection, leading to superior performance in sequential problem-solving.