We are developing continuous learning methods that can handle large data quantities, high-dimensional state spaces and continuous action spaces. In collaboration with CADIA at Reykjavik University we are testing these in the context of realtime dialogue, a complex field with plenty of challenges. Our plan is to develop a fully autonomous radio show host that can hold conversations with callers, choose music and be entertaining, and put this agent in operation within 2 years.
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