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Scott Niekum, Sarah Osentoski, George Konidaris, Sachin Chitta, Bhaskara Marthi, Andrew G. Barto. Learning grounded finite-state representations from unstructured demonstrations. I. J. Robotic Res., 34(2):131-157, 2015. [doi]
Abstract is missing.