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Context inconsistency in stepwise group-based RL can severely bias advantage estimation, but a hierarchical grouping strategy can fix it without extra compute.
Securing DNN accelerators doesn't have to break the bank: this co-design framework slashes memory overhead by 87% while boosting performance by 12%.
