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Advances in Intelligent Systems and Computing(1)
Artificial Intelligence(1)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)
Proceedings - IEEE International Conference on Robotics and Automation(1)
Proceedings of the IEEE Conference on Decision and Control(1)
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Ciencias de la computación(4)
Métodos informáticos especiales(2)
Otras ramas de la ingeniería(1)
Automated aerial suspended cargo delivery through reinforcement learning
ArticleAbstract: Cargo-bearing unmanned aerial vehicles (UAVs) have tremendous potential to assist humans by deliveriPalabras claves:Aerial cargo delivery, Motion planning, Probabilistic roadmaps, reinforcement learning, robotics, Rotorcraft, Trajectory planning, UAVsAutores:Faust A., Fierro R., Palunko I., Patricio J. Cruz, Patricio Javier Cruz Davalos, Tapia L.Fuentes:googlescopusBuilding coalitions of heterogeneous agents using weighted bipartite graphs
Conference ObjectAbstract: Teams of agents with different skills can solve critical missions by efficiently joining their complPalabras claves:Autores:Fierro R., Patricio J. Cruz, Patricio Javier Cruz DavalosFuentes:googlescopusA Hand Gesture Recognition System Using EMG and Reinforcement Learning: A Q-Learning Approach
Conference ObjectAbstract: Hand gesture recognition (HGR) based on electromyography (EMG) has been a research topic of great inPalabras claves:Electromyography, EMG, Experience replay, Hand gesture recognition, Q-Learning, reinforcement learningAutores:Ángel Leonardo Valdivieso Caraguay, Juan Pablo Vasconez, Lorena Isabel Barona López, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Robin AlvarezFuentes:googlescopusA Novel Technique for Improving the Robustness to Sensor Rotation in Hand Gesture Recognition Using sEMG
Conference ObjectAbstract: Hand gesture recognition consists of identifying the class among a set of classes of a hand movementPalabras claves:Hand gesture recognition, SEMG, SVMAutores:Alex F. Oña, Marco E. Benalcázar, Patricio J. Cruz, Patricio Javier Cruz Davalos, Victor Hugo VimosFuentes:googlescopusA reinforcement learning approach towards autonomous suspended load manipulation using aerial robots
Conference ObjectAbstract: In this paper, we present a problem where a suspended load, carried by a rotorcraft aerial robot, pePalabras claves:aerial load transportation, Aerial robotics, Machine learning, motion planning and control, Quadrotor control, reinforcement learning, Trajectory trackingAutores:Faust A., Fierro R., Palunko I., Patricio J. Cruz, Patricio Javier Cruz Davalos, Tapia L.Fuentes:googlescopusReinforcement learning for balancing a flying inverted pendulum
Conference ObjectAbstract: The problem of balancing an inverted pendulum on an unmanned aerial vehicle (UAV) has been achievedPalabras claves:Aerial robotics, Approximate value iteration, inverted pendulum, Quadrotor control, reinforcement learningAutores:Faust A., Fierro R., Figueroa R., Patricio J. Cruz, Patricio Javier Cruz Davalos, Tapia L.Fuentes:googlescopus