SPI: A Software Tool for Planning Under Uncertainty Based on Learning Factored MDPs

Author:

Reyes Alberto,Ibargüengoytia Pablo H.,Santamaría Guillermo

Publisher

Springer International Publishing

Reference15 articles.

1. Bellman, R.E.: Dynamic Programming. Princeton University Press, Princeton (1957)

2. Chadès, I., Chapron, G., Cros, M.J., Garcia, F., Sabbadin, R.: MDPtoolbox: a multi-platform toolbox to solve stochastic dynamic programming problems. Ecography 37, 916–920 (2014)

3. Cooper, G.F., Herskovits, E.: A Bayesian method for the induction of probabilistic networks from data. Mach. Learn. 9(4), 309–347 (1992)

4. Hoey, J., St-Aubin, R., Hu, A., Boutilier, C.: SPUDD: stochastic planning using decision diagrams. In: Proceedings of the 15th Conference on Uncertainty in AI, UAI 1999, pp. 279–288 (1999)

5. Munos, R., Moore, A.: Variable resolution discretization for high-accuracy solutions of optimal control problems. In: Dean, T. (ed.) Proceedings of the 16th International Joint Conference on Artificial Intelligence (IJCAI 1999), pp. 1348–1355. Morgan Kaufmann Publishers, San Francisco (1999)

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