Allen G. Hart

Publication Activity (10 Years)

Years Active: 2020-2021
Publications (10 Years): 3

Top Topics

Reinforcement Learning

Nonlinear Dynamical Systems

Echo State Networks

Manifold Embedding

Top Venues

Neural Networks

Publications

Allen G. Hart, Kevin R. Olding, A. M. G. Cox, Olga Isupova, Jonathan H. P. Dawes
Echo State Networks for Reinforcement Learning. CoRR (2021)
Allen G. Hart, James L. Hook, Jonathan H. P. Dawes
Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems. CoRR (2020)
Allen G. Hart, James L. Hook, Jonathan H. P. Dawes
Embedding and approximation theorems for echo state networks. Neural Networks 128 (2020)