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Fire progression using Reinforcement learning

Fire progression problem can be formulated as Markov Decision Process (MDP)

MDP Problem Fomulation

Model A - Value Iteration - Model Based Model

Here's a link to the Value iteration model

Model B - Q Learning - Model Free Model

Here's a link to the Q learning model