| Description |
1 online resource |
| Series |
Lecture Notes in Computer Science ; 12412 |
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Lecture notes in artificial intelligence |
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LNCS sublibrary, SL 7, Artificial intelligence |
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Lecture notes in computer science ; 12412.
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Lecture notes in computer science. Lecture notes in artificial intelligence.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Intro -- Preface -- Organization -- Contents -- Automated Reasoning and Data Mining -- Axiomatization of Classes of Domain Cases Based on FCA -- 1 Introduction -- 2 Preliminaries -- 2.1 Domain Cases -- 2.2 Formal Contexts of Axiomatizable Classes -- 2.3 Relatively Axiomatizable Classes -- 3 Axiomatization of Classes of Domain Cases -- 3.1 Sentences Permissible for Models -- 3.2 Theories of Classes of Models Having Different Signatures -- 3.3 Axiomatizable Classes and Decidability of Theories -- 4 Conclusion -- References |
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The Combined Method of Automated Knowledge Acquisition from Various Sources: The Features of Development and Experimental Research of the Temporal Version -- 1 Introduction -- 2 The Evolution of the Combined Method of Knowledge Acquisition and Means of Its Implementation -- 3 Features of the Organization of Software Experiments Based on the Temporal Version of CMKA -- 3.1 General Organization of the Language Experiment -- 3.2 General Organization of Experiments with Temporal Database -- 3.3 Merging of Knowledge Field's Elements -- 4 Conclusion -- References |
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Multi-agent Systems, Intelligent Robots and Behavior Planning -- Multi-agent Path Finding with Kinematic Constraints via Conflict Based Search -- 1 Introduction -- 2 Problem Statement -- 3 Suggested Approach -- 3.1 Conflict Based Search Algorithm -- 3.2 Continuous Conflict Based Search Algorithm -- 3.3 Safe Interval Path Planning with Rotations -- 3.4 Implementation Details -- 4 Experimental Evaluation -- 4.1 CCBS vs CCBS-kc -- 4.2 AA-SIPP(m) vs CCBS-kc -- 4.3 Comparison of Heuristic Functions -- 5 Conclusion -- References |
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Map-Merging Algorithms for Visual SLAM: Feasibility Study and Empirical Evaluation -- 1 Introduction -- 2 Related Work -- 2.1 vSLAM Algorithms -- 2.2 Map-Merging Algorithms -- 3 Problem Statement -- 4 Methods and Metrics Overview -- 5 Experimental Evaluation and Results -- 5.1 Setup -- 5.2 Results -- 6 Conclusion -- References -- Can a Robot Be a Moral Agent? -- 1 Introduction -- 2 A Moral Agent -- 3 Phenomena and Mechanisms -- 3.1 Emotions and Needs -- 3.2 Model of the World, "I" -- 3.3 Imitative Behavior -- 3.4 Empathy -- 3.5 Characteristic Properties of Moral Agents -- 4 Conclusion |
| Summary |
This book constitutes the proceedings of the 18th Russian Conference on Artificial Intelligence, RCAI 2020, held in Moscow, Russia, in October 2020. The 27 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 140 submissions. The conference deals with a wide range of topics, including data mining and knowledge discovery, text mining, reasoning, decisionmaking, natural language processing, vision, intelligent robotics, multi-agent systems, machine learning, AI in applied systems, and ontology engineering |
| Notes |
International conference proceedings |
| Bibliography |
References-Navigating Autonomous Vehicle at the Road Intersection Simulator with Reinforcement Learning-1 Introduction-2 Related Works-3 Background-4 Environment Description-4.1 Technical Details-4.2 Actions-4.3 State-4.4 Reward Function-4.5 Environment Performance-5 Experiments-5.1 Results for Tracks Without Bots and States Represented as Vector-5.2 Results for Tracks Without Bots and States Represented as Image-5.3 Influence of Different Sets of Vectors Features on the Convergence of the Algorithms-5.4 Results for Tracks with Bots-6 Conclusion |
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Includes bibliographical references and author index |
| Subject |
Artificial intelligence -- Congresses
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Computer science.
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Computers.
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Natural language processing (Computer science)
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Computers
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Natural Language Processing
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Electronic Data Processing
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computers.
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Information technology: general issues.
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Computer science.
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Natural language & machine translation.
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Computer networking & communications.
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Artificial intelligence.
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Computers -- Social Aspects -- Human-Computer Interaction.
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Computers -- Computer Science.
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Computers -- Speech & Audio Processing.
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Computers -- Online Services -- General.
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Computers -- Intelligence (AI) & Semantics.
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Artificial intelligence
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Computer science
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Computers
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Natural language processing (Computer science)
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Kuznetsov, Sergei O.
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Panov, Aleksandr I.
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Yakovlev, Konstantin S
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| ISBN |
3030595358 |
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9783030595357 |
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9788303059536 |
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830305953X |
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