WildfirePOMDPs.jl

An implementation of a wildfire MDP and POMDP.

⚠ The POMDP is a work-in-progress.

Adapted from Griffith et al. "Automated Dynamic Resource Allocation for Wildfire Suppression"¹.

Installation

] add https://github.com/sisl/WildfirePOMDPs.jl

Usage

using WildfirePOMDPs
mdp = WildfireMDP()

policy = RandomPolicy(mdp)
simulate(RolloutSimulator(max_steps=50), mdp, policy)

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Footnotes

1. Griffith, J. D., Kochenderfer, M. J., Moss, R. J., Mišić, V. V., Gupta, V., & Bertsimas, D. (2017). Automated Dynamic Resource Allocation for Wildfire Suppression. Lincoln Laboratory Journal. ↩