Efficient Planning in Large MDPs with Weak Linear Function Approximation

Roshan Shariff & Csaba Szepesvári

Neural Information Processing Systems 

To achieveour result, westartfrom theapproximatelinear programming(ALP) approach where the value function is approximated using the feature vectors.

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