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11/20/2020
Learning Synthetic to Real Transfer for Localization and Navigational Tasks
Autonomous navigation consists in an agent being able to navigate withou...
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05/31/2017
Non-Markovian Control with Gated End-to-End Memory Policy Networks
Partially observable environments present an important open challenge in...
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03/29/2017
Optimal Policies for Observing Time Series and Related Restless Bandit Problems
The trade-off between the cost of acquiring and processing data, and unc...
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09/15/2015
When are Kalman-filter restless bandits indexable?
We study the restless bandit associated with an extremely simple scalar ...
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01/30/2013
Minimum Encoding Approaches for Predictive Modeling
We analyze differences between two information-theoretically motivated a...
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01/23/2013
On Supervised Selection of Bayesian Networks
Given a set of possible models (e.g., Bayesian network structures) and a...
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06/20/2012