Reinforcement Learning for Cyber-Physical Systems
1 260 kr
1 260 kr
Tor, 9 jan - tis, 14 jan
Säker betalning
Öppet köp till och med 7/1-25
Säljs och levereras av
Adlibris
Produktbeskrivning
Reinforcement Learning for Cyber-Physical Systems: with Cybersecurity Case Studies was inspired by recent developments in the fields of reinforcement learning (RL) and cyber-physical systems (CPSs). Rooted in behavioral psychology, RL is one of the primary strands of machine learning. Different from other machine learning algorithms, such as supervised learning and unsupervised learning, the key feature of RL is its unique learning paradigm, i.e., trial-and-error. Combined with the deep neural networks, deep RL become so powerful that many complicated systems can be automatically managed by AI agents at a superhuman level. On the other hand, CPSs are envisioned to revolutionize our society in the near future. Such examples include the emerging smart buildings, intelligent transportation, and electric grids.
However, the conventional hand-programming controller in CPSs could neither handle the increasing complexity of the system, nor automatically adapt itself to new situations that it has never encountered before. The problem of how to apply the existing deep RL algorithms, or develop new RL algorithms to enable the real-time adaptive CPSs, remains open. This book aims to establish a linkage between the two domains by systematically introducing RL foundations and algorithms, each supported by one or a few state-of-the-art CPS examples to help readers understand the intuition and usefulness of RL techniques.
Features
- Introduces reinforcement learning, including advanced topics in RL
- Applies reinforcement learning to cyber-physical systems and cybersecurity
- Contains state-of-the-art examples and exercises in each chapter
- Provides two cybersecurity case studies
Reinforcement Learning for Cyber-Physical Systems with Cybersecurity Case Studies is an ideal text for graduate students or junior/senior undergraduates in the fields of science, engineering, computer science, or applied mathematics. It would also prove useful to researchers and engineers interested in cybersecurity, RL, and CPS. The only background knowledge required to appreciate the book is a basic knowledge of calculus and probability theory.
Artikel.nr.
14687811-232d-48db-be87-5e321b038578
Reinforcement Learning for Cyber-Physical Systems
1 260 kr
1 260 kr
Tor, 9 jan - tis, 14 jan
Säker betalning
Öppet köp till och med 7/1-25
Säljs och levereras av
Adlibris
Liknande toppsäljare
Sällskapsspel med magnetiska stenar med intelligensutmaning
159 kr
Tidigare lägsta pris:
169 kr
Sony PlayStation 5 Slim Digital Edition (PS5)
5 678 kr
Tidigare lägsta pris:
5 689 kr
Gadgetmonster Vlogging Kit - Komplett Vlogg-kit med LED-ringbelysning och golvstativ
199 kr
Tidigare lägsta pris:
399 kr
Nattlampa - Stjärnprojektor med LED-lampa - Astronaut
349 kr
Ersättningsfjärrkontroll för Chromecast Google TV G9N9N
99 kr
Tidigare lägsta pris:
129 kr
Sony PlayStation DualSense - White (PS5)
779 kr
Löpband under skrivbordet 1-6KM/H Walking Jogging Machine för hemmakontor Svart
1 799 kr
Tidigare lägsta pris:
1 899 kr
2-Pack - PS4 Kontroll DoubleShock för Playstation 4 - Trådlös
499 kr
Bright Beauty Vanity Namira - sminkspegel med belysning - hollywoodspegel - make up spegel - vit - dimbar med tre ljuslägen
899 kr
Laddare till Samsung 25W - Snabbladdare USB-C - Strömadapter+Kabel 1M
119 kr
Rekommendationer för dig
SCART till HDMI-omvandlare 1080p
78 kr
Tidigare lägsta pris:
82 kr
Apple Airpods (2nd Gen) with Charging Case
1 695 kr
Apple AirPods (andra generation) med Lightning-laddningsetui
1 430 kr
INF Dubbel laddstation för två PS4/PS4 Slim/PS4 Pro kontroller
158 kr
PS4 Handkontroll DoubleShock Trådlös för Play-station 4
279 kr
Knivset för Barn 6-delar - Barnvänliga knivar
149 kr
Cocktail shaker Set - Rostfritt stål Silver 5 dela
149 kr
Tidigare lägsta pris:
179 kr
FENCHILIN Stor Hollywood sminkspegel med belysning USB Bordsskiva Väggfäste Vit spegel 80 x 58 cm
1 611 kr
Magnetic Tiles - Magnetiska Byggklossar - 40 Delar - Bygg Magneter
179 kr
Bright Beauty Vanity Namira - sminkspegel med belysning - hollywoodspegel - make up spegel - vit - dimbar med tre ljuslägen
899 kr