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<?xml version="1.0" standalone="yes"?> <Paper uid="W00-0304"> <Title>NJFun: A Reinforcement Learning Spoken Dialogue System</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> This paper describes NJFun, a real-time spoken dialogue systemthat-provides users with information about things to d~ in New Jersey. NJFun automatically optimizes its dialogue strategy over time, by using a methodology for applying reinforcement learning to a working dialogue system with human users.</Paragraph> </Section> class="xml-element"></Paper>