Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering

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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.

[1605.05359] Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering

https://arxiv.org/abs/1605.05359

Category: Deep Learning

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Aravind Srinivas

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