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020 _a9783031216718
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245 1 0 _aComputational Theory of Mind for Human-Machine Teams
_h[electronic resource] :
_bFirst International Symposium, ToM for Teams 2021, Virtual Event, November 4–6, 2021, Revised Selected Papers /
_cedited by Nikolos Gurney, Gita Sukthankar.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2022.
300 _aXII, 229 p. 62 illus., 50 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13775
505 0 _aTheory of Mind -- Operationalizing Theories of Theory of Mind: A Survey -- Knowledge of Self and Other Within a Broader Commonsense Setting -- Constructivist Approaches for Computational Emotions: A Systematic Survey -- Methodological Advances -- Social Cognition Paradigms ex Machinas -- Evaluating Artificial Social Intelligence in an Urban Search and Rescue Task Environment -- Modular Procedural Generation for Voxel Maps -- Task Complexity and Performance in Individuals and Groups Without Communication -- Development of Emergent Leadership Measurement: Implications for Human-Machine Teams -- Translating and Modeling Human Theory of Mind for ASI -- Should Agents Have Two Systems to Track Beliefs and Belief-Like States? -- Sequential Theory of Mind Modeling in Team Search and Rescue Tasks -- Integrating Machine Learning and Cognitive Modeling of Decision Making -- Overgenerality from Inference in Perspective-Taking -- Tools for Improving ASI -- Using Features at MultipleTemporal and Spatial Resolutions to Predict Human Behavior in Real Time -- Route Optimization in Service of a Search and Rescue Artificial Social Intelligence Agent.
520 _aThis book constitutes the proceedings of the First International Symposium, ToM for Teams 2021, held in Washington, DC, USA, during November 4–6, 2021, Each chapter in this section tackles a different aspect of AI representing the thoughts and beliefs of human agents. The work presented herein represents our collective efforts to better understand ToM, develop AI with ToM capabilities (ASI), and study how to integrate such systems into human teams.
650 0 _aArtificial intelligence.
650 0 _aApplication software.
650 0 _aComputers.
650 0 _aMachine theory.
650 1 4 _aArtificial Intelligence.
650 2 4 _aComputer and Information Systems Applications.
650 2 4 _aComputing Milieux.
650 2 4 _aFormal Languages and Automata Theory.
700 1 _aGurney, Nikolos.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSukthankar, Gita.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031216701
776 0 8 _iPrinted edition:
_z9783031216725
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13775
856 4 0 _uhttps://doi.org/10.1007/978-3-031-21671-8
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