Xihong Su, Marek Petrik, Solving Multi-Model MDPs by Coordinate Ascent and Dynamic Programming. Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence(UAI2023),2023.
No Prerequisites. Each source file runs separately and its result will be saved as a csv file in the directory resultfiles.
Make robust decisions and test decision policies under multiple environment models where the true system dynamics are uncertain or changing. The theoretical contribution to multimodel Markov decision processes can be applied to healthcare and treatment planning, finance, and autonomous driving