Hierarchical reinforcement learning can be used to solve curse of dimensionality problem. MAXQ method decomposes the task into gubtasks in different levels through decomposing value function hierarchically, so it can be realized in low dimension space.
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- 分層強化學(xué)習方法可用于解決維數災難問(wèn)題,MAXQ方法通過(guò)分層地分解值函效,將任務(wù)分解為不同層次上的子任務(wù),從而只需在低維空間中解決問(wèn)題。
