LEADER 04429nam 2200721 450 001 9910133842403321 005 20221206100129.0 024 7 $a10.1109/9780470544785 035 $a(CKB)3280000000033540 035 $a(SSID)ssj0000403147 035 $a(PQKBManifestationID)12190227 035 $a(PQKBTitleCode)TC0000403147 035 $a(PQKBWorkID)10431497 035 $a(PQKB)10540472 035 $a(CaBNVSL)mat05273582 035 $a(IDAMS)0b000064810d1139 035 $a(IEEE)5273582 035 $a(OCoLC)798698949 035 $a(EXLCZ)993280000000033540 100 $a20151221d2004 uy 101 0 $aeng 135 $aur|n||||||||| 181 $ctxt 182 $cc 183 $acr 200 00$aHandbook of learning and approximate dynamic programming /$f[edited by] Jennie Si ... [et al.] 210 1$aHoboken, New Jersey :$cIEEE Press,$dc2004. 210 2$a[Piscataqay, New Jersey] :$cIEEE Xplore,$d[2004] 215 $a1 PDF (xxi, 644 pages) $cillustrations 225 1 $aIEEE press series on computational intelligence ;$v2 300 $aBibliographic Level Mode of Issuance: Monograph 311 08$aPrint version: 9780471660545 320 $aIncludes bibliographical references and index. 327 $aForeword. -- 1. ADP: goals, opportunities and principles. -- Part I: Overview. -- 2. Reinforcement learning and its relationship to supervised learning. -- 3. Model-based adaptive critic designs. -- 4. Guidance in the use of adaptive critics for control. -- 5. Direct neural dynamic programming. -- 6. The linear programming approach to approximate dynamic programming. -- 7. Reinforcement learning in large, high-dimensional state spaces. -- 8. Hierarchical decision making. -- Part II: Technical advances. -- 9. Improved temporal difference methods with linear function approximation. -- 10. Approximate dynamic programming for high-dimensional resource allocation problems. -- 11. Hierarchical approaches to concurrency, multiagency, and partial observability. -- 12. Learning and optimization - from a system theoretic perspective. -- 13. Robust reinforcement learning using integral-quadratic constraints. -- 14. Supervised actor-critic reinforcement learning. -- 15. BPTT and DAC - a common framework for comparison. -- Part III: Applications. -- 16. Near-optimal control via reinforcement learning. -- 17. Multiobjective control problems by reinforcement learning. -- 18. Adaptive critic based neural network for control-constrained agile missile. -- 19. Applications of approximate dynamic programming in power systems control. -- 20. Robust reinforcement learning for heating, ventilation, and air conditioning control of buildings. -- 21. Helicopter flight control using direct neural dynamic programming. -- 22. Toward dynamic stochastic optimal power flow. -- 23. Control, optimization, security, and self-healing of benchmark power systems. 330 $a. A complete resource to Approximate Dynamic Programming (ADP), including on-line simulation code. Provides a tutorial that readers can use to start implementing the learning algorithms provided in the book. Includes ideas, directions, and recent results on current research issues and addresses applications where ADP has been successfully implemented. The contributors are leading researchers in the field. 410 0$aIEEE press series on computational intelligence ;$v2 606 $aDynamic programming 606 $aAutomatic programming (Computer science) 606 $aMachine learning 606 $aControl theory 606 $aSystems engineering 606 $aEngineering & Applied Sciences$2HILCC 606 $aCivil & Environmental Engineering$2HILCC 606 $aComputer Science$2HILCC 606 $aOperations Research$2HILCC 615 0$aDynamic programming 615 0$aAutomatic programming (Computer science) 615 0$aMachine learning 615 0$aControl theory 615 0$aSystems engineering 615 7$aEngineering & Applied Sciences 615 7$aCivil & Environmental Engineering 615 7$aComputer Science 615 7$aOperations Research 676 $a519.7/03 701 $aSi$b Jennie$0845885 801 0$bCaBNVSL 801 1$bCaBNVSL 801 2$bCaBNVSL 906 $aBOOK 912 $a9910133842403321 996 $aHandbook of learning and approximate dynamic programming$91888761 997 $aUNINA LEADER 05437nam 2200349 450 001 9910725998203321 005 20230624181904.0 035 $a(CKB)5470000002601066 035 $a(NjHacI)995470000002601066 035 $a(EXLCZ)995470000002601066 100 $a20230624d2014 uy 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDo Label Still Matter? $eBlurring boundaries between administrative and criminal law. The influence of the EU /$fAnne Weyembergh [and nine others] 205 $aFirst Edition. 210 1$aBruxelles :$cE?ditions de l'Universite? de Bruxelles,$d2014. 215 $a1 online resource (258 pages) 327 $aFOREWORD -- Introduction Anne WEYEMBERGH -- PART I - Case studies on the intervention of administrative law in the criminal law domain -- Combatting trafficking in human beings: moving beyond labels with the EU's multidisciplinary, integrated and holistic approach Chloe? BRIE?RE -- The freezing of terrorists' assets: preventive purposes with a punitive effect Francesca GALLI -- The case of money laundering. Real administrative procedure used in the detection of fraudulent transactions Philippe DE KOSTER and Marc PENNA -- Multidisciplinary investigations into offences against the financial interests of the EU: a quest for an integrated enforcement concept Katalin LIGETI and Michele SIMONATO -- The relationship between administrative and criminal sanctions in the new market abuse provisions Robert KERT -- Blurring boundaries between administrative and criminal enforcement of environmental law Michael FAURE? and Armelle GOURITIN -- The fiftieth shade of grey. Competition law, "criministrative law" and "fairly fair trials" Antoine BAILLEUX -- PART II - Cross-cutting issues on the interplay between criminal and administrative law -- The organization of administrative and criminal law in national legal systems: exclusion, organized or non-organized co-existence Katja S?UGMAN STUBBS and Matjaz? JAGER -- The influence of the EU on the "blurring" between administrative and criminal law Pedro CAEIRO -- Inter-state cooperation at the interface of administrative and criminal law Michiel LUCHTMAN -- Blurring boundaries between administrative and criminal law: from the perspective of an EU agency Vincent JAMIN -- Criminal sanctions and administrative penalties: the quid of the ne bis in idem principle and some original sins Christoffer WONG -- Concluding remarks Robert ROTH. 330 $aOne of the new trends affecting criminal justice systems is the so-called "Europeanisation process", which is the result of the growing intervention of the EU in the area of criminal law. Another new trend which criminal law and other legal disciplines are facing is the increasingly blurred dividing line between legal categories. Various dimensions of this unclear division between categories have been identified in legal literature, in particular between administrative and criminal law. This book aims to study the combination of the two abovementioned trends and their impact on criminal justice systems. The hazy line between administrative and criminal law has been around for a while and has grown independently of the European Union. Up until now, it has mainly been analysed at the national level in a sector by sector approach. This research aims to go beyond such an approach to the topic and sets a systematised assessment of the situation in motion. The main questions that this book tackles are whether and to what extent the EU contributes to the blurred line and whether it tries to restrict it, hold it in check and/or organise it. In order to reflect upon such issues, the book is divided into two parts. The first part focuses on an analysis of selected case studies, namely different types of crimes where the EU plays an increasing role: trafficking in human beings, terrorism, protection of the EU's financial interests, market abuse, environmental offences and competition. These case studies are ordered into four different categories based on how broad and significant the intervention of administrative measures/actors is in the fight against crime. The second part of the book is of a more general nature. Following an article concerning the organisation of the coexistence of administrative and criminal law at the national level, the other contributions focus on the EU level and aim to assess the influence of the EU on the existence and development of the hazy line between administrative and criminal law. Most of them show that the EU somehow contributes to the lack of clarity. They tend to identify the main reasons for this and the potential problems caused by the blurred line in terms of individual procedural safeguards and the effectiveness of the fight against crime. This book is the result of cooperation within an international team mainly composed of academics and researchers who are members of ECLAN (the European Criminal Law Academic Network) and of practitioners working at the national or EU level. 606 $aInternational criminal law 615 0$aInternational criminal law. 676 $a345 700 $aWeyembergh$b Anne$0307534 801 0$bNjHacI 801 1$bNjHacl 906 $aBOOK 912 $a9910725998203321 996 $aDo Label Still Matter$93390236 997 $aUNINA