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Displaying the 3 most recent scholarly works by Paul Beuchat.
Performance Guarantees for Model-Based Approximate Dynamic Programming in Continuous Spaces
PN Beuchat, A Georghiou, J Lygeros
Journal article | 2020 | IEEE Transactions on Automatic Control
We study both the value function and Q-function formulation of the linear programming approach to approximate dynamic programming...
Generalized Dual Dynamic Programming for Infinite Horizon Problems in Continuous State and Action Spaces
J Warrington, PN Beuchat, J Lygeros
Journal article | 2019 | IEEE Transactions on Automatic Control
We describe a nonlinear generalization of dual dynamic programming (DP) theory and its application to value function estimation fo..