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Junyu Xuan

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Open access Jul 2021

Hierarchical Reinforcement Learning with Optimal Level Synchronization Based on Flow-Based Deep Generative Model

A novel HRL model is proposed that supports direct off-policy correction based on a Flow-based Deep Generative Model (FDGM) that leverages the inverse operation of FDGM to achieve goals aligned with the current knowledge of the lower-level policy.

Jaeyoon Kim, Junyu Xuan, C. Liang et al. · 0 citations