Search Results for author: Rich Sutton

Found 2 papers, 2 papers with code

Scalable Real-Time Recurrent Learning Using Columnar-Constructive Networks

1 code implementation20 Jan 2023 Khurram Javed, Haseeb Shah, Rich Sutton, Martha White

We show that by either decomposing the network into independent modules or learning the network in stages, we can make RTRL scale linearly with the number of parameters.

Atari Games

Scalable Online Recurrent Learning Using Columnar Neural Networks

1 code implementation9 Mar 2021 Khurram Javed, Martha White, Rich Sutton

We empirically show that as long as connections between columns are sparse, our method approximates the true gradient well.

Meta-Learning

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