Reinforcement Learning versus Conventional Control for Controlling a Planar Bi-rotor Platform with Tail Appendage
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[1] Kenji Kawaguchi,et al. Deep Learning without Poor Local Minima , 2016, NIPS.
[2] Martial Hebert,et al. Learning monocular reactive UAV control in cluttered natural environments , 2012, 2013 IEEE International Conference on Robotics and Automation.
[3] Sergey Levine,et al. Learning deep control policies for autonomous aerial vehicles with MPC-guided policy search , 2015, 2016 IEEE International Conference on Robotics and Automation (ICRA).
[4] Vijay R. Kumar,et al. Autonomous Flight , 2018, Annu. Rev. Control. Robotics Auton. Syst..
[5] Lixing Han,et al. Implementing the Nelder-Mead simplex algorithm with adaptive parameters , 2010, Computational Optimization and Applications.
[6] Sven Behnke,et al. Analytical time-optimal trajectory generation and control for multirotors , 2016, 2016 International Conference on Unmanned Aircraft Systems (ICUAS).
[7] Raffaello D'Andrea,et al. Quadrocopter performance benchmarking using optimal control , 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[8] Claire J. Tomlin,et al. Learning quadrotor dynamics using neural network for flight control , 2016, 2016 IEEE 55th Conference on Decision and Control (CDC).
[9] Taeyoung Lee,et al. Geometric tracking control of a quadrotor UAV on SE(3) , 2010, 49th IEEE Conference on Decision and Control (CDC).
[10] Alex Graves,et al. Automated Curriculum Learning for Neural Networks , 2017, ICML.
[11] Roland Siegwart,et al. Full control of a quadrotor , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[12] Panagiotis G. Sarigiannidis,et al. A Review on UAV-Based Applications for Precision Agriculture , 2019, Inf..
[13] R. Full,et al. Tail-assisted pitch control in lizards, robots and dinosaurs , 2012, Nature.
[14] Mustafa Mert Ankarali,et al. Control of underactuated planar hexapedal pronking through a dynamically embedded SLIP monopod , 2010, 2010 IEEE International Conference on Robotics and Automation.
[15] Riccardo Poli,et al. Particle swarm optimization , 1995, Swarm Intelligence.
[16] Erdal Kayacan,et al. A Fast Learning Control Strategy for Unmanned Aerial Manipulators , 2019, J. Intell. Robotic Syst..
[17] Jason Weston,et al. Curriculum learning , 2009, ICML '09.
[18] Martial Hebert,et al. Learning Transferable Policies for Monocular Reactive MAV Control , 2016, ISER.
[19] Richard S. Sutton,et al. Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.
[20] Pieter Abbeel,et al. Reverse Curriculum Generation for Reinforcement Learning , 2017, CoRL.
[21] Roland Siegwart,et al. Control of a Quadrotor With Reinforcement Learning , 2017, IEEE Robotics and Automation Letters.
[22] Holger Voos,et al. Controller design for quadrotor UAVs using reinforcement learning , 2010, 2010 IEEE International Conference on Control Applications.
[23] Angela P. Schoellig,et al. Deep neural networks for improved, impromptu trajectory tracking of quadrotors , 2016, 2017 IEEE International Conference on Robotics and Automation (ICRA).
[24] Azer Bestavros,et al. Reinforcement Learning for UAV Attitude Control , 2018, ACM Trans. Cyber Phys. Syst..
[25] Joonho Lee,et al. Learning agile and dynamic motor skills for legged robots , 2019, Science Robotics.
[26] Li Xiao,et al. Controlling aerial maneuvering of a miniature jumping robot using its tail , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[27] Wu Xiao,et al. A review of UAV monitoring in mining areas: current status and future perspectives , 2019, International Journal of Coal Science & Technology.
[28] Shane Legg,et al. Human-level control through deep reinforcement learning , 2015, Nature.
[29] Aníbal Ollero,et al. Robust control of underactuated Aerial Manipulators via IDA-PBC , 2014, 53rd IEEE Conference on Decision and Control.
[30] M. Lepine. Design of a Personal Aerial Vehicle , 2017 .
[31] Matthias Althoff,et al. Model Conformance for Cyber-Physical Systems , 2019, ACM Trans. Cyber Phys. Syst..
[32] Jongwoo Lee,et al. Tails in biomimetic design: Analysis, simulation, and experiment , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.