Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation

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 policy optimisation... (read more)

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