Transfer Learning based Task-oriented Dialogue Policy for Multiple Domains using Hierarchical Reinforcement Learning

IJCNN, pp. 1-8, 2020.

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Abstract:

Development of Virtual Agents (VAs) for Goal/Task-oriented conversations capable of handling complex tasks pertaining to multiple domains and its various intents is quite an onerous task. Lack of high quality, domain specific conversational data required to train policies is one of the biggest challenges for the success of any dialogue sy...More

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