Abstract: Gradient-based Bi-Level Optimization (BLO) methods have been widely applied to handle modern learning tasks. However, most existing strategies are theoretically designed based on restrictive ...
This repository implements Characteristic Value Iteration (CVI), a novel approach to RL that operates in the frequency domain. Instead of computing scalar value functions, CVI represents return ...
Abstract: Rotation symmetric functions are a variant of symmetric functions, such that function values are unchanged by any rotation of digits in input vectors. Since rotation symmetric functions are ...
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