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Gianluigi Grandesso
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Exploring the limits of a redundant actuation system through co-design
G Grandesso, G Bravo-Palacios, PM Wensing, M Fontana, A Del Prete
IEEE Access 9, 56802-56811, 2021
14*2021
Robust co-design: Coupling morphology and feedback design through stochastic programming
G Bravo-Palacios, G Grandesso, AD Prete, PM Wensing
Journal of Dynamic Systems, Measurement, and Control 144 (2), 021007, 2022
82022
CACTO: Continuous actor-critic with trajectory optimization—towards global optimality
G Grandesso, E Alboni, GPR Papini, PM Wensing, A Del Prete
IEEE Robotics and Automation Letters, 2023
72023
Exploring the limits of a hybrid actuation system through Co-Design-Technical Report
G Grandesso, G Bravo-Palacios, P Wensing, M Fontana, A Del Prete
University of Trento, 2020
22020
CACTO-SL: Using Sobolev Learning to improve Continuous Actor-Critic with Trajectory Optimization
E Alboni, G Grandesso, GPR Papini, J Carpentier, A Del Prete
arXiv preprint arXiv:2312.10666, 2023
2023
Reinforcement Learning and Trajectory Optimization for the Concurrent Design of high-performance robotic systems
G Grandesso
Università degli studi di Trento, 2023
2023
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