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like wing group and uh thanks for pro xiang for sharing this uh insightful topic here today im shira im a second year phd student uh in the wing group so uh todays talk is about 45 minutes and then theres a 15 minutes qa session so um first let me introduce prof um prof zhao xiang is currently an assistant professor of the school of data science at city university of hong kong his current research interests include data mining and machine learning especially information retrieval and its application in personal personalization recommendation system and reinforcement learning etc he has published more than 20 papers in top conference such as kdd triple ai cir and cikm so today um our prof judge john is going to give a talk about deep reinforcement learning for a recommendation system so uh lets welcome his talk today and prof ciao so heres your floor yeah okay yeah uh now can you see my screen uh yes we can okay okay thank you uh okay thanks for the introduction and thanks for pro