Publications

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2019
Feng G, Buşoniu L, Guerra T-M, Mohammad S.  2019.  Data-Efficient Reinforcement Learning for Energy Optimization of Power-Assisted Wheelchairs. IEEE Transactions on Industrial Electronics. 66:97340–97344.
Lal I, Nicoara M, Codrean A, Buşoniu L.  2019.  Hardware and control design of a ball balancing robot. 22nd IEEE International Symposium on Design and Diagnostics of Electronic Circuits & Systems ({DDECS-19}). :1–6.
Buşoniu L, Varma VS, Morărescu I-C, Lasaulce S.  2019.  Learning-based control for a communicating mobile robot under unknown rates. Proceedings 2019 Annual American Control Conference ({ACC-19}). :267–272.
Buşoniu L, Daafouz J, Morarescu I-C.  2019.  Near-optimal control of nonlinear systems with simultaneous controlled and random switches. Proceedings 5th IFAC Conference on Intelligent Control and Automation Sciences ({ICONS-19}). :268–273.
Granzotto M, Postoyan R, Buşoniu L, Nesic D, Daafouz J.  2019.  Optimistic planning for the near-optimal control of nonlinear switched discrete-time systems with stability guarantees. Proceedings 58th IEEE Conference on Decision and Control ({CDC-19}).
Feng G, Guerra T-M, Nguyen A-T, Buşoniu L, Mohammad S.  2019.  Robust Observer-Based Tracking Control Design for Power-Assisted Wheelchairs. Proceedings 5th IFAC Conference on Intelligent Control and Automation Sciences ({ICONS-19}). :61–66.
Mezei A-D, Tamas L, Buşoniu L.  2019.  Sorting objects from a conveyor belt using active perception with a POMDP model. Proceedings 18th European Control Conference ({ECC-19}). :2466–2471.
Mezei A-D, Tamas L, Buşoniu L.  2019.  Sorting objects from a conveyor belt using active perception with a POMDP model. 2019 18th European Control Conference (ECC).
Postoyan R, Granzotto M, Buşoniu L, Scherrer B, Nesic D, Daafouz J.  2019.  Stability guarantees for nonlinear discrete-time systems controlled by approximate value iteration. Proceedings 58th IEEE Conference on Decision and Control ({CDC-19}).
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).

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