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ICML
2001
IEEE

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Automatic Discovery of Subgoals in Reinforcement Learning using Diverse Density

14 years 5 months ago

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Amy McGovern, Andrew G. Barto

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ICML
2005
IEEE

99views Machine Learning» more ICML 2005»

Identifying useful subgoals in reinforcement learning by local graph partitioning

14 years 5 months ago

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We present a new subgoal-based method for automatically creating useful skills in reinforcement learning. Our method identifies subgoals by partitioning local state transition gra...

Özgür Simsek, Alicia P. Wolfe, Andrew G....

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