John Valasek
Orcid: 0000-0003-1999-0561
According to our database1,
John Valasek
authored at least 32 papers
between 2004 and 2024.
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Bibliography
2024
Design, Selection, and Evaluation of Reinforcement Learning Single Agents for Ground Target Tracking.
J. Aerosp. Inf. Syst., 2024
2023
J. Aerosp. Inf. Syst., 2023
Proceedings of the American Control Conference, 2023
2021
Output feedback control using state observers of a class of nonlinear nonstandard two-time-scale systems.
Int. J. Control, 2021
CoRR, 2021
2020
Combining Visible and Infrared Spectrum Imagery using Machine Learning for Small Unmanned Aerial System Detection.
CoRR, 2020
Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, 2020
2019
Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Sparse Reward Environments.
CoRR, 2019
Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Two-Time-Scale Control of a Low-Order Nonlinear, Nonstandard System with Uncertain Dynamics.
Proceedings of the 2018 Annual American Control Conference, 2018
2016
Intelligent Motion Video Guidance for Unmanned Air System Ground Target Surveillance.
J. Aerosp. Inf. Syst., 2016
2014
Nonlinear Time Scale Systems in Standard and Nonstandard Forms - Analysis and Control.
Advances in design and control 26, SIAM, ISBN: 978-1-611-97333-4, 2014
2013
Characterization and Control of Hysteretic Dynamics Using Online Reinforcement Learning.
J. Aerosp. Inf. Syst., 2013
Proceedings of the SIAM Conference on Control and its Applications, 2013
Proceedings of the American Control Conference, 2013
2012
Adaptive Dynamic Inversion Control of Linear Plants With Control Position Constraints.
IEEE Trans. Control. Syst. Technol., 2012
Intelligent Motion Video Guidance for Unmanned Air System Ground Target Surveillance.
Proceedings of the Infotech@Aerospace 2012, 2012
Proceedings of the Infotech@Aerospace 2012, 2012
Proceedings of the American Control Conference, 2012
2010
J. Aerosp. Comput. Inf. Commun., 2010
Multi-resolution state-space discretization for Q-Learning with pseudo-randomized discretization.
Proceedings of the International Joint Conference on Neural Networks, 2010
2009
J. Aerosp. Comput. Inf. Commun., 2009
Reinforcement Learning for Characterizing Hysteresis Behavior of Shape Memory Alloys.
J. Aerosp. Comput. Inf. Commun., 2009
Multiresolution State-Space Discretization Method for Q-Learning with Function Approximation and Policy Iteration.
Proceedings of the IEEE International Conference on Systems, 2009
Dimensionality Effects on the Markov Property in Shape Memory Alloy Hysteretic Environment.
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the American Control Conference, 2009
2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008
2005
J. Aerosp. Comput. Inf. Commun., 2005
Adaptive dynamic inversion control of a linear scalar plant with constrained control inputs.
Proceedings of the American Control Conference, 2005
2004
Structured adaptive model inversion control with actuator saturation constraints applied to tracking spacecraft maneuvers.
Proceedings of the 2004 American Control Conference, 2004