2 citations · 2 across the 3 of their papers we have counts for
3 papers · 1 filter
Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks
Joery A. de Vries, Jinke He, Mathijs M. de Weerdt +1
Meta-reinforcement learning trains a single reinforcement learning agent on a distribution of tasks to quickly generalize to new tasks outside of the training set at test time. Fro…
On Credit Assignment in Hierarchical Reinforcement Learning
Joery A. de Vries, Thomas M. Moerland, Aske Plaat
Hierarchical Reinforcement Learning (HRL) has held longstanding promise to advance reinforcement learning. Yet, it has remained a considerable challenge to develop practical algori…
Visualizing MuZero Models
Joery A. de Vries, Ken S. Voskuil, Thomas M. Moerland +1
MuZero, a model-based reinforcement learning algorithm that uses a value equivalent dynamics model, achieved state-of-the-art performance in Chess, Shogi and the game of Go. In con…