2 papers
cs.AI2024
Games of Knightian Uncertainty as AGI testbeds
Spyridon Samothrakis, Dennis J. N. J. Soemers, Damian Machlanski
Arguably, for the latter part of the late 20th and early 21st centuries, games have been seen as the drosophila of AI. Games are a set of exciting testbeds, whose solutions (in ter…
cs.LG2023
Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice
Damian Machlanski, Spyridon Samothrakis, Paul Clarke
Hyperparameters play a critical role in machine learning. Hyperparameter tuning can make the difference between state-of-the-art and poor prediction performance for any algorithm,…