no code implementations • 23 Jan 2024 • Lancelot Da Costa, Samuel Tenka, Dominic Zhao, Noor Sajid
The usefulness of active inference for RL is three-fold.
1 code implementation • NeurIPS 2021 • Johannes von Oswald, Dominic Zhao, Seijin Kobayashi, Simon Schug, Massimo Caccia, Nicolas Zucchet, João Sacramento
We find that patterned sparsity emerges from this process, with the pattern of sparsity varying on a problem-by-problem basis.
1 code implementation • 4 Apr 2021 • Nicolas Zucchet, Simon Schug, Johannes von Oswald, Dominic Zhao, João Sacramento
Humans and other animals are capable of improving their learning performance as they solve related tasks from a given problem domain, to the point of being able to learn from extremely limited data.
no code implementations • ICLR Workshop Learning_to_Learn 2021 • Dominic Zhao, Nicolas Zucchet, Joao Sacramento, Johannes von Oswald
Finding neural network weights that generalize well from small datasets is difficult.