Active Inference is a computational framework used in neuroscience and cognitive science that characterises perception, planning and action in terms of probabilistic inference and the minimisation of variational free energy. cpp-AIF is a header-only C++ library that provides a powerful and flexible tool for implementing Active Inference for Partially Observable Markov Decision Processes through multi-core computing. Compared with existing software, cpp-AIF is cross-platform and improves performance, memory management, and usability.
cpp-AIF: A multi-core C++ implementation of Active Inference for Partially Observable Markov Decision Processes
Gregoretti Francesco;Pezzulo Giovanni;Maisto Domenico
2024
Abstract
Active Inference is a computational framework used in neuroscience and cognitive science that characterises perception, planning and action in terms of probabilistic inference and the minimisation of variational free energy. cpp-AIF is a header-only C++ library that provides a powerful and flexible tool for implementing Active Inference for Partially Observable Markov Decision Processes through multi-core computing. Compared with existing software, cpp-AIF is cross-platform and improves performance, memory management, and usability.File in questo prodotto:
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