Feature Selection Using Regularization in Approximate Linear Programs for Markov Decision Processes

Marek Petrik, Gavin Taylor, Ron Parr +1

Approximate dynamic programming has been used successfully in a large variety of domains, but it relies on a small set of provided approximation features to calculate solutions rel…