Publications

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Type [ Year(Desc)]
Filters: Author is Remi Munos  [Clear All Filters]
2013
Fonteneau R, Busoniu L, Munos R.  2013.  Optimistic Planning for Belief-Augmented Markov Decision Processes. 2013 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL-13).
Busoniu L, Daniels A, Munos R, Babuska R.  2013.  Optimistic Planning for Continuous–Action Deterministic Systems. 2013 IEEE International Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL-13).
2014
Busoniu L, Munos R, Páll E.  2014.  An analysis of optimistic, best-first search for minimax sequential decision making. Adaptive Dynamic Programming and Reinforcement Learning (ADPRL), 2014 IEEE Symposium on. :1–8.
Mathe K, Busoniu L, Munos R, De Schutter B.  2014.  Optimistic planning with a limited number of action switches for near-optimal nonlinear control. Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on. :3518-3523.
2016
Busoniu L, Páll E, Munos R.  2016.  Discounted near-optimal control of general continuous-action nonlinear systems using optimistic planning. Proceedings 2016 American Control Conference (ACC-16).
2017
Mathe K, Busoniu L, Munos R, De Schutter B.  2017.  Optimistic Planning with an Adaptive Number of Action Switches for Near-Optimal Nonlinear Control. Engineering Applications of Artificial Intelligence.
2018
Busoniu L, Páll E, Munos R.  2018.  Continuous-action planning for discounted infinite-horizon nonlinear optimal control with Lipschitz values. Automatica. 92:100–108.
Mathe K, Busoniu L, Munos R, De Schutter B.  2018.  Optimistic planning with an adaptive number of action switches for near-optimal nonlinear control. Engineering Applications of Artificial Intelligence. 67:355–367.