Publications

Export 67 results:
Type [ Year(Desc)]
Filters: Author is Lucian Busoniu  [Clear All Filters]
2016
Estrada-Manzo V., Zsófia Lendek, 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.
Xu J, Busoniu L, van den Boom T, De Schutter B.  2016.  Receding-Horizon Control for Max-Plus Linear Systems with Discrete Actions Using Optimistic Planning. Proceedings 13th International Workshop on Discrete Event Systems (WODES-16). :398–403.
Mathe K, Busoniu L, Barabas L, Miclea L, Braband J, Iuga C.  2016.  Vision-Based Control of a Quadrotor for an Object Inspection Scenario. Proceedings 2016 International Conference on Unmanned Aircraft Systems (ICUAS-16). :849–857.
Páll E, Tamas L, Busoniu L.  2016.  Vision-Based Quadcopter Navigation in Structured Environments. Handling Uncertainty and Structure in Robot Control. :265–290.
Páll E, Tamas L, Busoniu L.  2016.  Vision-Based Quadcopter Navigation in Structured Environments. Handling Uncertainty and Structure in Robot Control. :265–290.
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 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).
2019
Feng G, Busoniu 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, Busoniu 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.
Busoniu 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.
Busoniu L, Daafouz J, Morarescu 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.

Pages