Linear Complementarity for Regularized Policy Evaluation and Improvement
Published on Jan 12, 20112559 Views
Recent work in reinforcement learning has emphasized the power of L1 regularization to perform feature selection and prevent overfitting. We propose formulating the L1 regularized linear fixed point p