Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering

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Aravind SrinivasDeep LearningLast updated 2 years ago

Here's our paper on automated discovery of high level skills (options) in reinforcement learning through MDP abstraction with extension to large state space problems through Deep Unsupervised Action Conditional Video Prediction Network.