Titlebook: Neural-Symbolic Learning and Reasoning; 18th International C Tarek R. Besold,Artur d’Avila Garcez,Benedikt Wagn Conference proceedings 2024

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0302-9743 eld in Barcelona, Spain during September 9-12th, 2024...The 30 full papers and 18 short papers were carefully reviewed and selected from 89 submissions, which presented the latest and ongoing research work on neurosymbolic AI.?Neurosymbolic AI aims to build rich computational models and systems by c

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Ethical Reward Machineting ethical principles does not increase runtime. Therefore, our results suggest that ethical considerations do not substantially burden computational resources. Ultimately, the overarching objective is to develop and validate a learning framework that ensures AI alignment with human learning and ethical policies.

armistice

ViPro: Enabling and?Controlling Video Prediction for?Complex Dynamical Scenarios Using Procedural Kngs, and highlight that the introduction of prior process knowledge makes their learning problem feasible. Our approach results in the learning of a symbolically addressable interface between data-driven aspects in the model and our dedicated procedural knowledge module, which we utilize in downstream control tasks.

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Arthropathy

Gudmund Grov,Jonas Halvorsen,Magnus Wiik Eckhoff,Bj?rn Jervell Hansen,Martin Eian,Vasileios Mavroeidons, a very important branch of mathematics. Our aim is to give a practical and theoretical account of how to solve a large variety of differential equations, comprising ordinary differential equations, initial value problems and boundary value problems, differential algebraic equations, partial dif

BOLT

Octavio Arriaga,Jichen Guo,Rebecca Adam,Sebastian Houben,Frank Kirchneris . package have an interface which is similar to the interface of the initial value problem solvers in the package .. The default input to the solvers is very simple, requiring specification of only one function that calculates the derivatives while the boundary conditions are represented as simpl

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Alessandro Daniele,Tommaso Campari,Sagar Malhotra,Luciano Serafinig of heat transfer coefficients for multi-layered flat and cylindrical partitions, the determination of a quasi-steady-state temperature field and the computation of a radiant tube temperature in boilers. Critical thickness of thermal insulation on the surface of the cylindrical tube is first determ