000 03182nam a22005175i 4500
001 978-3-031-32237-2
003 DE-He213
005 20240730165332.0
007 cr nn 008mamaa
008 230512s2023 sz | s |||| 0|eng d
020 _a9783031322372
_9978-3-031-32237-2
024 7 _a10.1007/978-3-031-32237-2
_2doi
050 4 _aT59.5
072 7 _aTJFM
_2bicssc
072 7 _aTEC004000
_2bisacsh
072 7 _aTJFM
_2thema
082 0 4 _a629.8
_223
100 1 _aHerrmann, Jeffrey W.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_988509
245 1 0 _aMetareasoning for Robots
_h[electronic resource] :
_bAdapting in Dynamic and Uncertain Environments /
_cby Jeffrey W. Herrmann.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aXIII, 92 p. 28 illus., 18 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Computer Science,
_x1932-1686
505 0 _aIntroduction to Metareasoning -- Metareasoning Design Options -- Implementing Metareasoning -- Synthesizing Metareasoning Policies -- Testing Metareasoning Policies.
520 _aThis book is a state of the art resource that robotics researchers and engineers can use to make their robots and autonomous vehicles smarter. Readers will be able to describe metareasoning, select an appropriate metareasoning approach, and synthesize metareasoning policies. Metareasoning for Robots adopts a systems engineering perspective in which metareasoning is an approach that can improve the overall robot or autonomous system, not just one component or subsystem. This book introduces key concepts, discusses design options for metareasoning approaches and policies, and presents approaches for testing and evaluation of metareasoning policies. After considering the conceptual design phase, it discusses how to implement metareasoning in the robot's software architecture and how to synthesize metareasoning policies. Every chapter has references to valuable works on robotics and metareasoning, and the book uses examples from the author's own research and from other research groups to illustrate these ideas. In addition, this book provides links to books and papers for readers who wish to investigate these topics further.
650 0 _aAutomation.
_92392
650 0 _aRobotics.
_92393
650 0 _aArtificial intelligence.
_93407
650 1 4 _aAutomation.
_92392
650 2 4 _aRobotic Engineering.
_946359
650 2 4 _aArtificial Intelligence.
_93407
710 2 _aSpringerLink (Online service)
_988511
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031322365
776 0 8 _iPrinted edition:
_z9783031322389
776 0 8 _iPrinted edition:
_z9783031322396
830 0 _aSynthesis Lectures on Computer Science,
_x1932-1686
_988512
856 4 0 _uhttps://doi.org/10.1007/978-3-031-32237-2
912 _aZDB-2-SXSC
942 _cEBK
999 _c86260
_d86260