Bellman Error Based Feature Generation using Random Projections on Sparse Spaces

Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand +2

We address the problem of automatic generation of features for value function approximation. Bellman Error Basis Functions (BEBFs) have been shown to improve the error of policy ev…