Publications

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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.
Iuga C, Dragan P, Busoniu L.  2018.  Fall monitoring and detection for at-risk persons using a UAV. Proceedings IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT-18). :199–204.
Feng G, Guerra T-M, Mohammad S, Busoniu L.  2018.  Observer-Based Assistive Control Design Under Time-Varying Sampling for Power-Assisted Wheelchairs. Proceedings IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control (CESCIT-18). :151–156.
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.
Busoniu L, de Bruin T, Tolic D, Kober J, Palunko I.  2018.  Reinforcement Learning for Control: Performance, Stability, and Deep Approximators. Annual Reviews in Control.
Feng G, Busoniu L, Guerra T-M, Mohammad S.  2018.  Reinforcement Learning for Energy Optimization Under Human Fatigue Constraints of Power-Assisted Wheelchairs. Proceedings 2018 Annual American Control Conference ({ACC-18}). :4117–4122.
Morarescu I-C, Varma V, Busoniu L, Lasaulce S.  2018.  Space-time budget allocation for marketing over social networks. Proceedings IFAC Conference on Analysis and Design of Hybrid Systems (ADHS-18). :211–216.
Granzotto M, Postoyan R, Busoniu L, Nesic D, Daafouz J.  2018.  Stability analysis of discrete-time finite-horizon discounted optimal control. Proceedings 57th IEEE Conference on Decision and Control (CDC-18).
2016
Páll E, Tamas L, Busoniu L.  2016.  Analysis and a home assistance application of online AEMS2 planning. IEEE/RSJ International Conference on Intelligence Robots and Systems (IROS-16).
Bragagnolo M-C, Morarescu C, Busoniu L, Riedinger P.  2016.  Decentralized Formation Control in Fleets of Nonholonomic Robots with a Clustered Pattern. Handling Uncertainty and Structure in Robot Control. :313–333.
Bragagnolo M-C, Morarescu C, Busoniu L, Riedinger P.  2016.  Decentralized Formation Control in Fleets of Nonholonomic Robots with a Clustered Pattern. Handling Uncertainty and Structure in Robot Control. :313–333.
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).
Busoniu L, Tamas L.  2016.  Handling Uncertainty and Networked Structure in Robot Control. Studies in Systems, Decision and Control.
Frohlich R, Tamas L, Kato Z.  2016.  Homography Estimation between Omnidirectional Cameras without Point Correspondences. Handling Uncertainty and Structure in Robot Control.
Xu J, van den Boom T, Busoniu L, De Schutter B.  2016.  Model Predictive Control for Continuous Piecewise Affine Systems Using Optimistic Optimization. Proceedings 2016 American Control Conference (ACC-16).
Busoniu L, Postoyan R, Daafouz J.  2016.  Near-Optimal Strategies for Nonlinear and Uncertain Control Systems. IEEE Transactions on Automatic Control (In Press).
Estrada-Manzo V., Lendek Zs., Guerra T-M.  2016.  Observer Design for Robotic Systems via Takagi-Sugeno Models and Linear Matrix Inequalities. Handling Uncertainty and Networked Structure in Robot Control.
Busoniu L, Daniels A, Babuska R.  2016.  Online Learning for Optimistic Planning. Engineering Applications of Artificial Intelligence. 55:60–72.

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