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+layout: home
+title: Resources
+nav_order: 4
+---
+
+
Resources
+
+
+Textbooks
+There are no required textbooks for this course, but the following are good references:
+
+- Planning with Markov Decision Processes: An AI Perspective. Mausam & Andrey Kolobov (Morgan & Claypool, 2012).
+- Algorithms for Decision Making. Mykel J. Kochenderfer (MIT Press, 2022).
+- Planning Algorithms. Steven M. LaValle (Cambridge University Press, 2006).
+- Artificial Intelligence: A Modern Approach (AIMA). Stuart Russell & Peter Norvig (Fourth Edition, Pearson, 2020).
+- Probabilistic Machine Learning: An Introduction. Kevin Murphy (MIT Press, 2022).
+- Pattern Recognition and Machine Learning. Christopher Bishop (Springer, 2006).
+- Reinforcement Learning: An Introduction. Richard Sutton & Andrew Barto (Second Edition, MIT Press, 2018).
+- Machine Learning Methods for Planning. Steven Minton (Morgan Kaufmann, 2000).
+
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