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020 _a9781119873679
020 _a9781119873747
_qelectronic book
020 _a1119873746
_qelectronic book
020 _a9781119873730
_qelectronic book
020 _a1119873738
_qelectronic book
020 _a9781119873686
_qelectronic book
020 _a1119873681
_qelectronic book
020 _z9781119873679
_qhardcover
020 _z1119873673
_qhardcover
035 _a(OCoLC)1389340462
_z(OCoLC)1389340946
040 _aYDX
_beng
_erda
_cYDX
_dYDX
_dDG1
041 _aeng
050 4 _aTK5103.2
_b.H63 2023
082 0 4 _a621.384
_223/eng/20230712
100 1 _aHoang, Dinh Thai,
_d1986-
_0https://id.loc.gov/authorities/names/n2020003483
_eauthor.
245 1 0 _aDeep reinforcement learning for wireless communications and networking :
_btheory, applications and implementation /
_cDinh Thai Hoang... [and 4 others]
264 1 _aHoboken, New Jersey :
_bJohn Wiley & Sons, Inc.,
_c[2023]
300 _a1 online resource.
336 _atext
_btxt
_2rdacontent.
337 _acomputer
_bc
_2rdamedia.
338 _aonline resource
_bcr
_2rdacarrier.
340 _2rdacc
_0http://rdaregistry.info/termList/RDAColourContent/1003.
520 _aDeep Reinforcement Learning for Wireless Communications and Networking presents an overview of the development of DRL while providing fundamental knowledge about theories, formulation, design, learning models, algorithms and implementation of DRL together with a particular case study to practice. The book also covers diverse applications of DRL to address various problems in wireless networks, such as caching, offloading, resource sharing, and security. The authors discuss open issues by introducing some advanced DRL approaches to address emerging issues in wireless communications and networking. Covering new advanced models of DRL, e.g., deep dueling architecture and generative adversarial networks, as well as emerging problems considered in wireless networks, e.g., ambient backscatter communication, intelligent reflecting surfaces and edge intelligence, this is the first comprehensive book studying applications of DRL for wireless networks that presents the state-of-the-art research in architecture, protocol, and application design.
650 0 _aWireless communication systems.
_0https://id.loc.gov/authorities/subjects/sh92006740.
655 4 _aElectronic books.
856 _uhttps://onlinelibrary.wiley.com/doi/book/10.1002/9781119873747
_yFull text is available at Wiley Online Library Click here to view
942 _2ddc
_cER