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Titlebook: Intelligent Systems; 9th Brazilian Confer Ricardo Cerri,Ronaldo C. Prati Conference proceedings 2020 Springer Nature Switzerland AG 2020 cl

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A Multi-level Approach to the Formal Semantics of Agent Societiesons that help coordinate the actions of those agents, and the environment that those agents share. However, other levels have also been pointed out in the agent society literature, for example, the internal normative systems that regulate the structure and operation of the organisations themselves a
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A Reinforcement Learning Based Adaptive Mutation for Cartesian Genetic Programming Applied to the Deas the number of transistors. There are deterministic algorithms for this task, but they are limited to small problems. On the other hand metaheuristics can be used for solving this type of problem and Cartesian Genetic Programming (CGP) is widely adopted in the literature. In CGP, mutation is commo
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AgentDevLaw: A Middleware Architecture for Integrating Legal Ontologies and Multi-agent Systemsces. Sometimes it is necessary to regulate these agents with mechanisms like norms that explain action limitations and how the society works for the agents. To explain how the world works for the agents, in different domains, ontologies have been used to provide human knowledge. In this sense, a mor
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An Argumentation-Based Approach for Explaining Goals Selection in Intelligent Agentselects which of them he commits to achieve. Explainable Artificial Intelligence (XAI) systems, including intelligent agents, must be able to explain their internal decisions. In the context of goals selection, agents should be able to explain the reasoning path that leads them to select (or not) a c
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Cooperative Observation of Smart Target Agentsvable 2D environment, in which the task of the observers is to monitor the target robots under a limited radial range of the sensor, minimizing the total time the targets escape observation. The Cooperative Target Observation (CTO), a variant of the CMOMMT problem, considers the environment to be fu
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