35 citations · 91 across the 22 of their papers we have counts for
4 papers · 1 filter
Evaluating Artificial Intelligence Algorithms for the Standardization of Transtibial Prosthetic Socket Shape Design
C. H. E. Jordaan, M. van der Stelt, T. J. J. Maal +4
The quality of a transtibial prosthetic socket depends on the prosthetist's skills and expertise, as the fitting is performed manually. This study investigates multiple artificial…
Neural Mean-Field Games: Extending Mean-Field Game Theory with Neural Stochastic Differential Equations
Anna C. M. Thöni, Yoram Bachrach, Tal Kachman
Mean-field game theory relies on approximating games that are intractable to model due to a very large to infinite population of players. While these kinds of games can be solved a…
InfluenceNet: AI Models for Banzhaf and Shapley Value Prediction
Benjamin Kempinski, Tal Kachman
Power indices are essential in assessing the contribution and influence of individual agents in multi-agent systems, providing crucial insights into collaborative dynamics and deci…
Modelling Chemical Reaction Networks using Neural Ordinary Differential Equations
Anna C. M. Thöni, William E. Robinson, Yoram Bachrach +2
In chemical reaction network theory, ordinary differential equations are used to model the temporal change of chemical species concentration. As the functional form of these ordina…