Publications

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Conference Paper
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).
Busoniu L, Tamas L.  2014.  Optimistic Planning for the Near-Optimal Control of General Nonlinear Systems with Continuous Transition Distributions. 19th IFAC World Congress (IFAC-14).
Granzotto M, Postoyan R, Busoniu 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}).
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.
Mathe K, Busoniu L, Miclea L.  2014.  Optimistic planning with long sequences of identical actions for near-optimal nonlinear control. Automation, Quality and Testing, Robotics, 2014 IEEE International Conference on. :1–6.
Busoniu L, Bragagnolo M-C, Daafouz J, Morarescu C.  2015.  Planning Methods for the Optimal Control and Performance Certification of General Nonlinear Switched Systems. Proceedings 54th IEEE Conference on Decision and Control.
Páll E, Mathe K, Tamas L, Busoniu L.  2014.  Railway track following with the AR. Drone using vanishing point detection. Automation, Quality and Testing, Robotics, 2014 IEEE International Conference on. :1–6.
Wensveen T, Busoniu L, Babuska R.  2015.  Real-Time Optimistic Planning with Action Sequences. 20th International Conference on Control Systems and Computer Science (CSCS-15).
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.
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.
Feng G, Guerra T-M, Nguyen A-T, Busoniu 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.
Lal I, Codrean A, Busoniu L.  2020.  Sliding mode control of a ball balancing robot. IFAC World Congress.
Mezei A-D, Tamas L, Busoniu 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, Busoniu L.  2019.  Sorting objects from a conveyor belt using active perception with a POMDP model. 2019 18th European Control Conference (ECC).
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).
Postoyan R, Granzotto M, Busoniu 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}).
Postoyan R, Busoniu L, Nesic D, Daafouz J.  2014.  Stability of Infinite-Horizon Optimal Control with Discounted Cost. Proceedings 53nd Conference on Decision and Control (CDC-14).
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).
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.
Granzotto M, Postoyan R, Nesic D, Busoniu L, Daafouz J.  2020.  When to stop value iteration: stability and near-optimality versus computation. Learning for Dynamics and Control (L4DC).
Journal Article
Busoniu L, Morarescu C.  2014.  Consensus for Black-Box Nonlinear Agents Using Optimistic Optimization. Automatica. 50:1201–1208.
Busoniu L, Páll E, Munos R.  2018.  Continuous-action planning for discounted infinite-horizon nonlinear optimal control with Lipschitz values. Automatica. 92:100–108.
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.
Granzotto M, Postoyan R, Busoniu L, Nesic D, Daafouz J.  2020.  Finite-horizon discounted optimal control: stability and performance. IEEE Transactions on Automatic Control.

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