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

Jivitesh Sharma, Per-Arne Andersen, Ole-Chrisoffer Granmo +1

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 comp…