Deep Q-Learning with Q-Matrix Transfer Learning for Novel Fire Evacuation Environment

23 May 2019Jivitesh SharmaPer-Arne AndersenOle-Chrisoffer GranmoMorten Goodwin

We focus on the important problem of emergency evacuation, which clearly could benefit from reinforcement learning that has been largely unaddressed. Emergency evacuation is a complex task which is difficult to solve with reinforcement learning, since an emergency situation is highly dynamic, with a lot of changing variables and complex constraints that makes it difficult to train on... (read more)

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