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pro vyhledávání: '"Luca Marzari"'
Autor:
Guy Amir, Davide Corsi, Raz Yerushalmi, Luca Marzari, David Harel, Alessandro Farinelli, Guy Katz
Publikováno v:
Tools and Algorithms for the Construction and Analysis of Systems ISBN: 9783031308222
Deep reinforcement learning (DRL) has become a dominant deep-learning paradigm for tasks where complex policies are learned within reactive systems. Unfortunately, these policies are known to be susceptible to bugs. Despite significant progress in DN
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::21274a34d1e5023bd461944799ae564a
https://doi.org/10.1007/978-3-031-30823-9_31
https://doi.org/10.1007/978-3-031-30823-9_31
Autor:
Luca Marzari, Ameya Pore, Diego Dall'Alba, Gerardo Aragon-Camarasa, Alessandro Farinelli, Paolo Fiorini
Publikováno v:
2021 20th International Conference on Advanced Robotics (ICAR).
Deep Reinforcement Learning (DRL) is emerging as a promising approach to generate adaptive behaviors for robotic platforms. However, a major drawback of using DRL is the data-hungry training regime that requires millions of trial and error attempts,
Autor:
Sekkat, Hiba, Moutik, Oumaima, Ourabah, Loubna, ElKari, Badr, Chaibi, Yassine, Tchakoucht, Taha Ait
Publikováno v:
Statistics, Optimization & Information Computing; Mar2024, Vol. 12 Issue 2, p571-601, 31p
Publikováno v:
Synthesis Lectures on Artificial Intelligence & Machine Learning; 2024, pvii-108, 114p
This open access book constitutes the proceedings of the 29th International Conference on Tools and Algorithms for the Construction and Analysis of Systems, TACAS 2023, which was held as part of the European Joint Conferences on Theory and Practice o
This book surveys the state of the art in explainable and interpretable reinforcement learning (RL) as relevant for robotics. While RL in general has grown in popularity and been applied to increasingly complex problems, several challenges have imped
Artificial intelligence, or AI, now affects the day-to-day life of almost everyone on the planet, and continues to be a perennial hot topic in the news. This book presents the proceedings of ECAI 2023, the 26th European Conference on Artificial Intel