Search Results for author: Katya Kudashkina

Found 3 papers, 0 papers with code

Planning with Expectation Models for Control

no code implementations17 Apr 2021 Katya Kudashkina, Yi Wan, Abhishek Naik, Richard S. Sutton

Our algorithms and experiments are the first to treat MBRL with expectation models in a general setting.

Model-based Reinforcement Learning

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

no code implementations28 Apr 2020 Katya Kudashkina, Valliappa Chockalingam, Graham W. Taylor, Michael Bowling

Human-computer interactive systems that rely on machine learning are becoming paramount to the lives of millions of people who use digital assistants on a daily basis.

Model-based Reinforcement Learning

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