Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation

no code implementations • 30 Nov 2017 • Christopher Tegho, Paweł Budzianowski, Milica Gašić

This paper examines approaches to extract uncertainty estimates from deep Q-networks (DQN) in the context of dialogue management.

Dialogue Management Efficient Exploration +2