| Distributed learning in multi-armed bandit with multiple players K Liu, Q Zhao IEEE Transactions on Signal Processing 58 (11), 5667-5681, 2010 | 493 | 2010 |
| On myopic sensing for multi-channel opportunistic access: structure, optimality, and performance Q Zhao, B Krishnamachari, K Liu IEEE Transactions on Wireless Communications 7 (12), 5431-5440, 2008 | 447 | 2008 |
| Indexability of restless bandit problems and optimality of whittle index for dynamic multichannel access K Liu, Q Zhao IEEE Transactions on Information Theory 56 (11), 5547-5567, 2010 | 410 | 2010 |
| Learning in a changing world: Restless multiarmed bandit with unknown dynamics H Liu, K Liu, Q Zhao IEEE Transactions on Information Theory 59 (3), 1902-1916, 2012 | 175 | 2012 |
| Dynamic multichannel access with imperfect channel state detection K Liu, Q Zhao, B Krishnamachari IEEE Transactions on Signal Processing 58 (5), 2795-2808, 2010 | 144 | 2010 |
| Deterministic sequencing of exploration and exploitation for multi-armed bandit problems S Vakili, K Liu, Q Zhao IEEE Journal of Selected Topics in Signal Processing 7 (5), 759-767, 2013 | 127 | 2013 |
| Adaptive shortest-path routing under unknown and stochastically varying link states K Liu, Q Zhao 2012 10th International Symposium on Modeling and Optimization in Mobile, Ad …, 2012 | 74 | 2012 |
| Distributed learning in cognitive radio networks: Multi-armed bandit with distributed multiple players K Liu, Q Zhao 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 69 | 2010 |
| A restless bandit formulation of opportunistic access: Indexablity and index policy K Liu, Q Zhao 2008 5th IEEE Annual Communications Society Conference on Sensor, Mesh and …, 2008 | 68 | 2008 |
| Logarithmic weak regret of non-bayesian restless multi-armed bandit H Liu, K Liu, Q Zhao 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 61 | 2011 |
| Decentralized multi-armed bandit with multiple distributed players K Liu, Q Zhao 2010 Information Theory and Applications Workshop (ITA), 1-10, 2010 | 59 | 2010 |
| Distributed sensing and access in cognitive radio networks K Liu, Q Zhao, Y Chen 2008 IEEE 10th International Symposium on Spread Spectrum Techniques and …, 2008 | 45 | 2008 |
| Detecting, tracking, and exploiting spectrum opportunities in unslotted primary systems Q Zhao, K Liu 2008 IEEE Radio and Wireless Symposium, 491-494, 2008 | 41 | 2008 |
| Cooperative game in dynamic spectrum access with unknown model and imperfect sensing K Liu, Q Zhao IEEE Transactions on Wireless Communications 11 (4), 1596-1604, 2012 | 37 | 2012 |
| Multi-armed bandit problems with heavy-tailed reward distributions K Liu, Q Zhao 2011 49th Annual Allerton Conference on Communication, Control, and …, 2011 | 35 | 2011 |
| Learning and sharing in a changing world: Non-bayesian restless bandit with multiple players H Liu, K Liu, Q Zhao 2011 Information Theory and Applications Workshop, 1-7, 2011 | 33 | 2011 |
| Low-complexity approaches to spectrum opportunity tracking Q Zhao, B Krishnamachari, K Liu 2007 2nd International Conference on Cognitive Radio Oriented Wireless …, 2007 | 25 | 2007 |
| Indexability and whittle index for restless bandit problems involving reset processes K Liu, R Weber, Q Zhao 2011 50th IEEE Conference on Decision and Control and European Control …, 2011 | 24 | 2011 |
| Distributed learning under imperfect sensing in cognitive radio networks K Liu, Q Zhao, B Krishnamachari 2010 Conference Record of the Forty Fourth Asilomar Conference on Signals …, 2010 | 21 | 2010 |
| Channel probing for opportunistic access with multi-channel sensing K Liu, Q Zhao 2008 42nd Asilomar Conference on Signals, Systems and Computers, 93-97, 2008 | 20 | 2008 |
Qing ZhaoProfessor at Cornell University在 cornell.edu 的电子邮件经过验证
