Mastering Percolation-like Games with Deep Learning

1 code implementation • 12 May 2023 • Michael M. Danziger, Omkar R. Gojala, Sean P. Cornelius

Because the learning algorithm is universal, we train agents on different definitions of robustness and compare the learned strategies.

Q-Learning

Catch-22s of reservoir computing

1 code implementation • 18 Oct 2022 • Yuanzhao Zhang, Sean P. Cornelius

Reservoir Computing (RC) is a simple and efficient model-free framework for forecasting the behavior of nonlinear dynamical systems from data.