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)

PDF Abstract


No code implementations yet. Submit your code now

Results from the Paper

  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper