Adaptive Online Value Function Approximation with Wavelets

1 code implementation • 22 Apr 2022 • Michael Beukman, Michael Mitchley, Dean Wookey, Steven James, George Konidaris

We further demonstrate that a fixed wavelet basis set performs comparably against the high-performing Fourier basis on Mountain Car and Acrobot, and that the adaptive methods provide a convenient approach to addressing an oversized initial basis set, while demonstrating performance comparable to, or greater than, the fixed wavelet basis.

Acrobot