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09/20/2019
On the Convergence of Approximate and Regularized Policy Iteration Schemes
Algorithms based on the entropy regularized framework, such as Soft Q-le...
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06/14/2019
Distributionally Robust Counterfactual Risk Minimization
This manuscript introduces the idea of using Distributionally Robust Opt...
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02/23/2019
Distributionally Robust Reinforcement Learning
Generalization to unknown/uncertain environments of reinforcement learni...
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09/07/2018
Action-conditional Sequence Modeling for Recommendation
In many online applications interactions between a user and a web-servic...
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07/23/2018
Recurrent Neural Networks for Long and Short-Term Sequential Recommendation
Recommender systems objectives can be broadly characterized as modeling ...
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07/25/2016