Johns, Jeffrey

7 publications

NeurIPS 2010 Linear Complementarity for Regularized Policy Evaluation and Improvement Jeffrey Johns, Christopher Painter-wakefield, Ronald Parr

ECML-PKDD 2009 Hybrid Least-Squares Algorithms for Approximate Policy Evaluation Jeffrey Johns, Marek Petrik, Sridhar Mahadevan

MLJ 2009 Hybrid Least-Squares Algorithms for Approximate Policy Evaluation Jeffrey Johns, Marek Petrik, Sridhar Mahadevan

AAAI 2007 Compact Spectral Bases for Value Function Approximation Using Kronecker Factorization Jeffrey Johns, Sridhar Mahadevan, Chang Wang

ICML 2007 Constructing Basis Functions from Directed Graphs for Value Function Approximation Jeffrey Johns, Sridhar Mahadevan

AAAI 2006 A Dynamic Mixture Model to Detect Student Motivation and Proficiency Jeffrey Johns, Beverly Park Woolf

AAAI 2005 A Variational Learning Algorithm for the Abstract Hidden Markov Model Jeffrey Johns, Sridhar Mahadevan