Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation

Christopher Tegho, Paweł Budzianowski, Milica Gašić

In statistical dialogue management, the dialogue manager learns a policy that maps a belief state to an action for the system to perform. Efficient exploration is key to successful…