4 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 4 cited
Online learning of long-range dependencies
Nicolas Zucchet, Robert Meier, Simon Schug +2
Online learning holds the promise of enabling efficient long-term credit assignment in recurrent neural networks. However, current algorithms fall short of offline backpropagation…
cs.LG2022★ 3 cited
Random initialisations performing above chance and how to find them
Frederik Benzing, Simon Schug, Robert Meier +5
Neural networks trained with stochastic gradient descent (SGD) starting from different random initialisations typically find functionally very similar solutions, raising the questi…
cs.LG2022★ 3 cited
Open-Ended Reinforcement Learning with Neural Reward Functions
Robert Meier, Asier Mujika
Inspired by the great success of unsupervised learning in Computer Vision and Natural Language Processing, the Reinforcement Learning community has recently started to focus more o…