Publications
Reinforcement Learning for Control: Performance, Stability, and Deep Approximators. Annual Reviews in Control.
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2018. Reinforcement Learning for Energy Optimization Under Human Fatigue Constraints of Power-Assisted Wheelchairs. Proceedings 2018 Annual American Control Conference ({ACC-18}). :4117–4122.
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2018. Space-time budget allocation for marketing over social networks. Proceedings IFAC Conference on Analysis and Design of Hybrid Systems (ADHS-18). :211–216.
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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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2018. Decoupled-Dynamics Distributed Control for Strings of Nonlinear Autonomous Agents. Proceedings IEEE American Control Conference (ACC-17).
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2017. Near-Optimal Control of Nonlinear Switched Systems with Non-Cooperative Switching Rules. Proceedings IEEE American Control Conference (ACC-17).
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2017. Near-Optimal Control with Adaptive Receding Horizon for Discrete-Time Piecewise Affine Systems. Proceedings 20th IFAC World Congress (IFAC'17).
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2017. Optimistic Planning with an Adaptive Number of Action Switches for Near-Optimal Nonlinear Control. Engineering Applications of Artificial Intelligence.
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2017. Planning for optimal control and performance certification in nonlinear systems with controlled or uncontrolled switches. Automatica. 78:297–308.
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2017. Stability analysis of discrete-time infinite-horizon optimal control with discounted cost. IEEE Transactions on Automatic Control. 62:2736–2749.
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2017. Unknown input observer in descriptor form via LMIs for power-assisted wheelchairs. Proceedings 36th Chinese Control Conference (CCC'17).
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2017. Analysis and a home assistance application of online AEMS2 planning. IEEE/RSJ International Conference on Intelligence Robots and Systems (IROS-16).
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2016. Decentralized Formation Control in Fleets of Nonholonomic Robots with a Clustered Pattern. Handling Uncertainty and Structure in Robot Control. :313–333.
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2016. Decentralized Formation Control in Fleets of Nonholonomic Robots with a Clustered Pattern. Handling Uncertainty and Structure in Robot Control. :313–333.
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2016. Discounted near-optimal control of general continuous-action nonlinear systems using optimistic planning. Proceedings 2016 American Control Conference (ACC-16).
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2016. Handling Uncertainty and Networked Structure in Robot Control. Studies in Systems, Decision and Control.
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2016. Homography Estimation between Omnidirectional Cameras without Point Correspondences. Handling Uncertainty and Structure in Robot Control.
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2016. Model Predictive Control for Continuous Piecewise Affine Systems Using Optimistic Optimization. Proceedings 2016 American Control Conference (ACC-16).
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2016. Near-Optimal Strategies for Nonlinear and Uncertain Control Systems. IEEE Transactions on Automatic Control (In Press).
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2016. Observer Design for Robotic Systems via Takagi-Sugeno Models and Linear Matrix Inequalities. Handling Uncertainty and Networked Structure in Robot Control.
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2016. Online Learning for Optimistic Planning. Engineering Applications of Artificial Intelligence. 55:60–72.
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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.
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2016. Vision-Based Control of a Quadrotor for an Object Inspection Scenario. Proceedings 2016 International Conference on Unmanned Aircraft Systems (ICUAS-16). :849–857.
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2016. Vision-Based Quadcopter Navigation in Structured Environments. Handling Uncertainty and Structure in Robot Control. :265–290.
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2016. Vision-Based Quadcopter Navigation in Structured Environments. Handling Uncertainty and Structure in Robot Control. :265–290.
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2016.