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08/28/2023
On Reward Structures of Markov Decision Processes
A Markov decision process can be parameterized by a transition kernel an...
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10/24/2020
Word2vec Conjecture and A Limitative Result
Being inspired by the success of word2vec <cit.> in capturing analogies,...
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02/15/2020
Loop estimator for discounted values in Markov reward processes
At the working heart of policy iteration algorithms commonly used and st...
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08/01/2019
DIODE: A Dense Indoor and Outdoor DEpth Dataset
We introduce DIODE, a dataset that contains thousands of diverse high re...
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07/15/2019
Towards Near-imperceptible Steganographic Text
We show that the imperceptibility of several existing linguistic stegano...
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07/03/2019
Maximum Expected Hitting Cost of a Markov Decision Process and Informativeness of Rewards
We propose a new complexity measure for Markov decision processes (MDP),...
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10/10/2018
End-to-End Content and Plan Selection for Data-to-Text Generation
Learning to generate fluent natural language from structured data with n...
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08/31/2017