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This volume constitutes the papers of the 4th International Workshop on Active Inference, IWAI 2023, held in Ghent, Belgium on September 2023. The 17 full papers included in this book were carefully reviewed and selected from 34 submissions. They were organized in topical sections as follows: active inference and robotics; decision-making and control; active inference and psychology; from theory to implementation; learning representations for active inference; and theory of learning and inference.

Artificial intelligence. --- Computer science --- Mathematical statistics. --- Computer networks. --- Application software. --- Computers, Special purpose. --- Software engineering. --- Artificial Intelligence. --- Probability and Statistics in Computer Science. --- Computer Communication Networks. --- Computer and Information Systems Applications. --- Special Purpose and Application-Based Systems. --- Software Engineering. --- Mathematics. --- Intel·ligència artificial --- Inferència --- Intel·ligència artificial.

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Operational research. Game theory --- Mathematical statistics --- Mathematics --- Programming --- Computer architecture. Operating systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- stochastische analyse --- applicatiebeheer --- apps --- informatica --- statistiek --- externe fixatie (geneeskunde --- informatietechnologie --- software engineering --- AI (artificiële intelligentie) --- computernetwerken --- architectuur (informatica)

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Social sciences (general) --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- computers --- grafische vormgeving --- informatica --- sociale wetenschappen --- KI (kunstmatige intelligentie)

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This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops: Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021) Workshop on Parallel, Distributed and Federated Learning (PDFL 2021) Workshop on Graph Embedding and Mining (GEM 2021) Workshop on Machine Learning for Irregular Time-series (ML4ITS 2021) Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2021) Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2021) Workshop on Bias and Fairness in AI (BIAS 2021) Workshop on Workshop on Active Inference (IWAI 2021) Workshop on Machine Learning for Cybersecurity (MLCS 2021) Workshop on Machine Learning in Software Engineering (MLiSE 2021) Workshop on MIning Data for financial applications (MIDAS 2021) Sixth Workshop on Data Science for Social Good (SoGood 2021) Workshop on Machine Learning for Pharma and Healthcare Applications (PharML 2021) Second Workshop on Evaluation and Experimental Design in Data Mining and Machine Learning (EDML 2020) Workshop on Machine Learning for Buildings Energy Management (MLBEM 2021).

Social sciences (general) --- Computer science --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- computervisie --- computers --- grafische vormgeving --- informatica --- sociale wetenschappen --- KI (kunstmatige intelligentie) --- AI (artificiële intelligentie)