6 citations · 7 across the 7 of their papers we have counts for
3 papers · 1 filter
Hyperspherical Contrastive Representations Unlock Planning and Exploration
Jonghae Park, Sungil Son, Jonghun Shin +3
We develop a self-supervised reinforcement learning algorithm that learns to build towers of up to eight cubes from scratch, without prior data, rewards, demonstrations, or pretrai…
Moments of polynomial processes under affine resetting
Johannes Assefa, Martin Keller-Ressel, Zbigniew Palmowski
We consider polynomial processes, i.e., continuous-time Markov processes that preserve polynomials without increasing degree, and augment them with resetting. Resetting means that…
Early predicting of hospital admission using machine learning algorithms: Priority queues approach
Jakub Antczak, James Montgomery, Małgorzata O'Reilly +2
Emergency Department overcrowding is a critical issue that compromises patient safety and operational efficiency, necessitating accurate demand forecasting for effective resource a…