Publications by Zico Kolter

Conference

The fixed points of off-policy TD

2011 • Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011
Kolter JZ

Conference

Energy disaggregation via discriminative sparse coding

2010 • Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010
Kolter JZ, Batra S, Ng AY

Conference

Energy disaggregation via discriminative sparse coding

2010 • Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010
Kolter JZ, Batra S, Ng AY

Conference

Policy search via the signed derivative

2010 • Robotics: Science and Systems • 5:209-216
Kolter JZ, Ng AY

Conference

Hierarchical apprenticeship learning, with application to quadruped locomotion

2009 • Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference
Kolter JZ, Abbeel P, Ng AY

Conference

Hierarchical apprenticeship learning, with application to quadruped locomotion

2009 • Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference
Kolter JZ, Abbeel P, Ng AY

Conference

Near-Bayesian exploration in polynomial time

2009 • Proceedings of the 26th International Conference On Machine Learning, ICML 2009 • 513-520
Kolter JZ, Ng AY

Conference

Regularization and feature selection in least-squares temporal difference learning

2009 • Proceedings of the 26th International Conference On Machine Learning, ICML 2009 • 521-528
Kolter JZ, Ng AY

Conference

Hierarchical apprenticeship learning, with application to quadruped locomotion

2008 • Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference
Kolter JZ, Abbeel P, Ng AY

Conference

Space-indexed dynamic programming: Learning to follow trajectories

2008 • Proceedings of the 25th International Conference on Machine Learning • 488-495
Kolter JZ, Coates A, Ng AY, Gu Y, DuHadway C

Conference

Reinforcement learning and apprenticeship learning for robotic control

2006 • Lecture Notes in Computer Science • 4265 LNAI:14
Ng A, Abbeel P, Coates A, Saxena A, Kolter J, Lee H, Shen Y, Driemeyer J, Kearns J, Osondu C

Conference

Dynamic weighted majority: A new ensemble method for tracking concept drift

2003 • Proceedings / IEEE International Conference on Data Mining. IEEE International Conference on Data Mining • 123-130
Kolter JZ, Maloof MA
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