Clipped Action Policy Gradient

ICML 2018 Yasuhiro FujitaShin-ichi Maeda

Many continuous control tasks have bounded action spaces. When policy gradient methods are applied to such tasks, out-of-bound actions need to be clipped before execution, while policies are usually optimized as if the actions are not clipped... (read more)

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