We describe the Fourier basis, a linear value function approx- imation scheme based on the Fourier series. We empirically demonstrate that it performs well ...
In this paper we describe the Fourier Basis, a linear function approximation scheme that uses the terms of the Fourier. Series as basis functions, resulting in ...
Aug 4, 2011 · We describe the Fourier basis, a linear value function approximation scheme based on the Fourier series. We empirically demonstrate that it performs well.
We describe the Fourier basis, a linear value function approximation scheme based on the Fourier series. We empirically demonstrate that it performs well ...
We describe the Fourier Basis, a simple fixed linear func- tion approximation scheme using the terms of the Fourier. Series as basis functions. We present ...
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We describe the Fourier basis, a linear value function approximation scheme based on the Fourier series. We empirically demonstrate that it performs well.
We describe the Fourier basis, a linear value function approximation scheme based on the Fourier series. We empirically demonstrate that it performs well ...
The Fourier basis is a simple, principled basis function scheme for linear value function approximation in reinforcement learning.
Jan 8, 2022 · Fourier series are universal approximators of continuous functions and that's something proven in most analysis courses.
Missing: Reinforcement | Show results with:Reinforcement
With that, the true online SARSA(λ) with Fourier basis linear function approximation results in a much faster learning curve and overall lower delay values.