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Planning with Expectation Models for Control


Apr 17, 2021
Katya Kudashkina, Yi Wan, Abhishek Naik, Richard S. Sutton


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Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI


Aug 27, 2020
Katya Kudashkina, Patrick M. Pilarski, Richard S. Sutton

* Currently under review 

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Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task


Apr 28, 2020
Katya Kudashkina, Valliappa Chockalingam, Graham W. Taylor, Michael Bowling


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