Publications

Export 56 results:
[ Type(Asc)] Year
Filters: Author is Lucian Busoniu  [Clear All Filters]
Journal Article
Mathe K, Busoniu L.  2015.  Vision and Control for UAVs: A Survey of General Methods and of Inexpensive Platforms for Infrastructure Inspection. Sensors. 15:147887–14916.
Busoniu L, Morarescu C.  2015.  Topology-Preserving Flocking of Nonlinear Agents Using Optimistic Planning. Control Theory and Technology. 13:333-344.
Postoyan R, Busoniu L, Nesić D, Daafouz J.  2017.  Stability analysis of discrete-time infinite-horizon optimal control with discounted cost. IEEE Transactions on Automatic Control. 62:2736–2749.
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.
Busoniu L, Daafouz J, Bragagnolo M-C, Morarescu C.  2017.  Planning for optimal control and performance certification in nonlinear systems with controlled or uncontrolled switches. Automatica. 78:297–308.
Mathe K, Busoniu L, Miclea L.  2015.  Optimistic Planning with Long Sequences of Identical Actions: An Extended Theoretical and Experimental Study. Acta Electrotehnica. 56:27–34.
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.
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.
Buşoniu L, Ben Rejeb J, Lal I, Morarescu I-C, Daafouz J.  2020.  Optimistic minimax search for noncooperative switched control with or without dwell time. Automatica. 112
Busoniu L, Daniels A, Babuska R.  2016.  Online Learning for Optimistic Planning. Engineering Applications of Artificial Intelligence. 55:60–72.
Busoniu L, Postoyan R, Daafouz J.  2016.  Near-Optimal Strategies for Nonlinear and Uncertain Control Systems. IEEE Transactions on Automatic Control (In Press).
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.
Busoniu L, Páll E, Munos R.  2018.  Continuous-action planning for discounted infinite-horizon nonlinear optimal control with Lipschitz values. Automatica. 92:100–108.
Busoniu L, Morarescu C.  2014.  Consensus for Black-Box Nonlinear Agents Using Optimistic Optimization. Automatica. 50:1201–1208.
Conference Paper
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.
Feng G, Guerra T-M, Busoniu L, Mohammad S.  2017.  Unknown input observer in descriptor form via LMIs for power-assisted wheelchairs. Proceedings 36th Chinese Control Conference (CCC'17).
Postoyan R, Busoniu L, Nesić D, Daafouz J.  2014.  Stability of Infinite-Horizon Optimal Control with Discounted Cost. Proceedings 53nd Conference on Decision and Control (CDC-14).
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}).
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).
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.
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).
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.
Feng G, Guerra TMarie, 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.
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.
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.

Pages