no code implementations • 17 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.
no code implementations • 27 Aug 2020 • Katya Kudashkina, Patrick M. Pilarski, Richard S. Sutton
In this article we argue for the domain of voice document editing and for the methods of model-based reinforcement learning.
Model-based Reinforcement Learning reinforcement-learning +1
no code implementations • 28 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.