| Description |
1 online resource (697 pages) |
| Series |
Lecture notes in computer science ; 12320 |
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LNCS sublibrary, SL 7, Artificial intelligence |
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Lecture notes in computer science ; 12320.
|
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LNCS sublibrary. SL 7, Artificial intelligence.
|
| Contents |
Intro -- Preface -- Organization -- Contents -- Part II -- Contents -- Part I -- Agent and Multi-agent Systems, Planning and Reinforcement Learning -- A Multi-level Approach to the Formal Semantics of Agent Societies -- 1 Introduction -- 2 Multiple Levels in Agent Societies -- 3 Multi-level Semantics -- 4 Processes -- 4.1 Vertical Integrity Constraints and Count-As Relations -- 5 Multi-level Semantics with VIC -- 6 Organisational Processes -- 6.1 Organisations -- 6.2 Semantics -- 7 Related Work -- 8 Conclusion -- References |
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A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Design of Combinational Logic Circuits -- 1 Introduction -- 2 Methods -- 2.1 Cartesian Genetic Programming -- 2.2 K-Armed Bandits -- 3 Proposed Method -- 4 Computational Experiments -- 4.1 Analysis of the Results -- 5 Conclusion -- References -- AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systems -- 1 Introduction -- 2 Related Work -- 3 The Approach AgentDevLaw -- 4 Applications and Simulations -- 4.1 JaCaMo -- 4.2 JADE -- 4.3 Discussions |
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5 Conclusion and Further Work -- References -- An Argumentation-Based Approach for Explaining Goals Selection in Intelligent Agents -- 1 Introduction -- 2 Argumentation Process for Goals Selection -- 3 Argumentation Process for Explanations Generation -- 3.1 Explanatory Arguments and Argumentation Framework -- 3.2 Explanation Generation Process -- 3.3 From Explanatory Arguments to Explanatory Sentences -- 4 Application: Cleaner World Scenario -- 5 Related Work -- 6 Conclusions and Future Work -- References |
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Application-Level Load Balancing for Reactive Wireless Sensor Networks: An Approach Based on Constraint Optimization Problems -- 1 Introduction -- 2 Related Works -- 3 Proposed Approach -- 4 Experiments and Results -- 5 Conclusions -- References -- Cooperative Observation of Smart Target Agents -- 1 Introduction -- 2 Related Works -- 3 Approaches to Improve the Performance of Target Teams -- 3.1 The Old Approaches -- 3.2 The New Approach -- 4 Experiments and Results -- 4.1 Old Approach to Improving the Target Agents Team Performance |
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4.2 New Approach to Improving the Target Agents Team Performance -- 5 Conclusions -- References -- Finding Feasible Policies for Extreme Risk-Averse Agents in Probabilistic Planning -- 1 Introduction -- 2 Risk-Prone and Risk-Averse Policy Illustrative Examples -- 3 Risk Sensitive Stochastic Shortest Path (RS-SSP) -- 3.1 Policy Iteration for RS-SSP -- 3.2 LRTDP for RS-SSP -- 4 Finding the Extreme Feasible -- 4.1 Sequential Search with Policy Evaluation and Improvement -- 4.2 Sequential Search with Optimal Policy -- 4.3 Checking -feasibility by Linear Programming -- 5 Empirical Analysis |
| Summary |
The two-volume set LNAI 12319 and 12320 constitutes the proceedings of the 9th Brazilian Conference on Intelligent Systems, BRACIS 2020, held in Rio Grande, Brazil, in October 2020. The total of 90 papers presented in these two volumes was carefully reviewed and selected from 228 submissions. The contributions are organized in the following topical section: Part I: Evolutionary computation, metaheuristics, constrains and search, combinatorial and numerical optimization; neural networks, deep learning and computer vision; and text mining and natural language processing. Part II: Agent and multi-agent systems, planning and reinforcement learning; knowledge representation, logic and fuzzy systems; machine learning and data mining; and multidisciplinary artificial and computational intelligence and applications. Due to the Corona pandemic BRACIS 2020 was held as a virtual event |
| Notes |
International conference proceedings |
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Includes author index |
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Print version record |
| Subject |
Artificial intelligence -- Congresses
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Artificial intelligence
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| Genre/Form |
Electronic books
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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 |
Cerri, Ricardo.
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Prati, Ronaldo C.
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| ISBN |
9783030613808 |
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3030613801 |
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