Georgios Theocharous
Georgios Theocharous
Adobe Research
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TitleCited byYear
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
922010
High-confidence off-policy evaluation
PS Thomas, G Theocharous, M Ghavamzadeh
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
842015
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
842001
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
802004
Approximate planning in POMDPs with macro-actions
G Theocharous, LP Kaelbling
Advances in Neural Information Processing Systems, 775-782, 2004
762004
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
672002
High confidence policy improvement
P Thomas, G Theocharous, M Ghavamzadeh
International Conference on Machine Learning, 2380-2388, 2015
602015
Optimizing Production Manufacturing Using Reinforcement Learning.
S Mahadevan, G Theocharous
FLAIRS Conference, 372-377, 1998
511998
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
492015
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
481998
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
442010
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, 2009
242009
Kernel-based reinforcement learning on representative states
B Kveton, G Theocharous
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
232012
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
222007
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
152011
Online Learning with Expert Advice and Finite-Horizon Constraints.
B Kveton, JY Yu, G Theocharous, S Mannor
AAAI, 331-336, 2008
122008
Policy evaluation using the Ω-return
PS Thomas, S Niekum, G Theocharous, G Konidaris
Advances in Neural Information Processing Systems, 334-342, 2015
112015
Policy evaluation using the Ω-return
PS Thomas, S Niekum, G Theocharous, G Konidaris
Advances in Neural Information Processing Systems, 334-342, 2015
112015
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