Maximum entropy exploration in contextual bandits with neural networks and energy based models

Adam Elwood, Marco Leonardi, Ashraf Mohamed +1

Contextual bandits can solve a huge range of real-world problems. However, current popular algorithms to solve them either rely on linear models, or unreliable uncertainty estimati…