565 citations · 908 across the 35 of their papers we have counts for
3 papers · 1 filter
Making sense of sensory input
Richard Evans, Jose Hernandez-Orallo, Johannes Welbl +2
This paper attempts to answer a central question in unsupervised learning: what does it mean to "make sense" of a sensory sequence? In our formalization, making sense involves cons…
The Animal-AI Environment: Training and Testing Animal-Like Artificial Cognition
Benjamin Beyret, José Hernández-Orallo, Lucy Cheke +3
Recent advances in artificial intelligence have been strongly driven by the use of game environments for training and evaluating agents. Games are often accessible and versatile, w…
Fairness and Missing Values
Fernando Martínez-Plumed, Cèsar Ferri, David Nieves +1
The causes underlying unfair decision making are complex, being internalised in different ways by decision makers, other actors dealing with data and models, and ultimately by the…