Philippe Desaulniers

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We apply the Markov Game formalism to develop a context-aware approach to valuing player actions, locations, and team performance in ice hockey. The Markov Game formalism uses machine learning and AI techniques to incorporate context and look-ahead. Dynamic programming is applied to learn value functions that quantify the impact of actions on goal scoring.(More)
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