Georgios Theocharous
Georgios Theocharous
Adobe Research
Verified email at adobe.com - Homepage
Title
Cited by
Cited by
Year
High-confidence off-policy evaluation
PS Thomas, G Theocharous, M Ghavamzadeh
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
1242015
High confidence policy improvement
P Thomas, G Theocharous, M Ghavamzadeh
International Conference on Machine Learning, 2380-2388, 2015
912015
Learning hierarchical observable Markov decision process Models for robot navigation
G Theocharous, K Rohanimanesh, S Maharlevan
Proceedings 2001 ICRA. IEEE International Conference on Robotics and …, 2001
902001
Method and apparatus for user-activity-based dynamic power management and policy creation for mobile platforms
GN Theocharous, NN Shah, UK Sengupta, WN Schilit, KC Silvester, ...
US Patent 7,861,099, 2010
892010
Representing hierarchical POMDPs as DBNs for multi-scale robot localization
G Theocharous, K Murphy, LP Kaelbling
IEEE International Conference on Robotics and Automation, 2004. Proceedings …, 2004
852004
Approximate planning in POMDPs with macro-actions
G Theocharous, LP Kaelbling
Advances in Neural Information Processing Systems, 775-782, 2004
802004
Approximate planning with hierarchical partially observable Markov decision process models for robot navigation
G Theocharous, S Mahadevan
Proceedings 2002 IEEE International Conference on Robotics and Automation …, 2002
702002
Personalized ad recommendation systems for life-time value optimization with guarantees
G Theocharous, PS Thomas, M Ghavamzadeh
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
672015
Optimizing Production Manufacturing Using Reinforcement Learning.
S Mahadevan, G Theocharous
FLAIRS Conference 372, 377, 1998
631998
An expert system for assigning patients into clinical trials based on Bayesian networks
C Papaconstantinou, G Theocharous, S Mahadevan
Journal of Medical Systems 22 (3), 189-202, 1998
471998
Hierarchical learning and planning in partially observable Markov decision processes
G Theocharous, S Mahadevan
Michigan State University. Department of Computer Science & Engineering, 2002
462002
Method and apparatus for user-activity-based dynamic power management and policy creation for mobile platforms
GN Theocharous, NN Shah, UK Sengupta, WN Schilit
US Patent 7,861,098, 2010
422010
Rapid concept learning for mobile robots
S Mahadevan, G Theocharous, N Khaleeli
Autonomous robots 5 (3-4), 239-251, 1998
391998
Tractable POMDP planning algorithms for optimal teaching in “SPAIS”
G Theocharous, R Beckwith, N Butko, M Philipose
IJCAI PAIR Workshop, 11-17, 2009
302009
Learning action representations for reinforcement learning
Y Chandak, G Theocharous, J Kostas, S Jordan, PS Thomas
arXiv preprint arXiv:1902.00183, 2019
252019
Kernel-based reinforcement learning on representative states
B Kveton, G Theocharous
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
242012
Adaptive timeout policies for fast fine-grained power management
B Kveton, P Gandhi, G Theocharous, S Mannor, B Rosario, N Shah
Proceedings of the National Conference on Artificial Intelligence 22 (2), 1795, 2007
242007
Automated facial affect analysis for one-on-one tutoring applications
NJ Butko, G Theocharous, M Philipose, JR Movellan
Face and Gesture 2011, 382-387, 2011
192011
Policy evaluation using the Ω-return
PS Thomas, S Niekum, G Theocharous, G Konidaris
Advances in Neural Information Processing Systems, 334-342, 2015
132015
Policy evaluation using the Ω-return
PS Thomas, S Niekum, G Theocharous, G Konidaris
Advances in Neural Information Processing Systems, 334-342, 2015
132015
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