 | 2011 |
| 14 |  | Byron Boots,
Geoffrey J. Gordon:
An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems.
AAAI 2011 |
| 13 |  | Byron Boots,
Geoffrey J. Gordon:
Two-Manifold Problems
CoRR abs/1112.6399: (2011) |
| 12 |  | Byron Boots,
Sajid M. Siddiqi,
Geoffrey J. Gordon:
Closing the learning-planning loop with predictive state representations.
I. J. Robotic Res. 30(7): 954-966 (2011) |
| 2010 |
| 11 |  | Byron Boots,
Sajid M. Siddiqi,
Geoffrey J. Gordon:
Closing the learning-planning loop with predictive state representations.
AAMAS 2010: 1369-1370 |
| 10 |  | Le Song,
Byron Boots,
Sajid M. Siddiqi,
Geoffrey J. Gordon,
Alexander J. Smola:
Hilbert Space Embeddings of Hidden Markov Models.
ICML 2010: 991-998 |
| 9 |  | Byron Boots,
Geoffrey J. Gordon:
Predictive State Temporal Difference Learning.
NIPS 2010: 271-279 |
| 8 |  | Byron Boots,
Sajid M. Siddiqi,
Geoffrey J. Gordon:
Closing the Learning-Planning Loop with Predictive State Representations.
Robotics: Science and Systems 2010 |
| 7 |  | Byron Boots,
Geoffrey J. Gordon:
Predictive State Temporal Difference Learning
CoRR abs/1011.0041: (2010) |
| 6 |  | Sajid M. Siddiqi,
Byron Boots,
Geoffrey J. Gordon:
Reduced-Rank Hidden Markov Models.
Journal of Machine Learning Research - Proceedings Track 9: 741-748 (2010) |
| 2009 |
| 5 |  | Sajid M. Siddiqi,
Byron Boots,
Geoffrey J. Gordon:
Reduced-Rank Hidden Markov Models
CoRR abs/0910.0902: (2009) |
| 4 |  | Byron Boots,
Sajid M. Siddiqi,
Geoffrey J. Gordon:
Closing the Learning-Planning Loop with Predictive State Representations
CoRR abs/0912.2385: (2009) |
| 2008 |
| 3 |  | Eric Chown,
Byron Boots:
Learning Cognitive Maps: Finding Useful Structure in an Uncertain World.
Robotics and Cognitive Approaches to Spatial Mapping 2008: 215-236 |
| 2007 |
| 2 |  | Sajid M. Siddiqi,
Byron Boots,
Geoffrey J. Gordon:
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems.
NIPS 2007 |
| 2005 |
| 1 |  | Stephen M. Majercik,
Byron Boots:
DC-SSAT: A Divide-and-Conquer Approach to Solving Stochastic Satisfiability Problems Efficiently.
AAAI 2005: 416-422 |