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Georgios Theocharous
Georgios Theocharous
Adobe Research
Verified email at adobe.com - Homepage
Title
Cited by
Cited by
Year
High-confidence off-policy evaluation
P Thomas, G Theocharous, M Ghavamzadeh
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
2122015
High confidence policy improvement
P Thomas, G Theocharous, M Ghavamzadeh
International Conference on Machine Learning, 2380-2388, 2015
1652015
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
1322015
Learning action representations for reinforcement learning
Y Chandak, G Theocharous, J Kostas, S Jordan, P Thomas
International conference on machine learning, 941-950, 2019
972019
Approximate planning in POMDPs with macro-actions
G Theocharous, L Kaelbling
Advances in neural information processing systems 16, 2003
952003
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
932001
Optimizing Production Manufacturing Using Reinforcement Learning.
S Mahadevan, G Theocharous
FLAIRS conference 372, 377, 1998
931998
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
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
912004
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
762002
Hierarchical learning and planning in partially observable Markov decision processes
GN Theocharous
Michigan State University, 2002
492002
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
491998
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
452010
Rapid concept learning for mobile robots
S Mahadevan, G Theocharous, N Khaleeli
Autonomous robots 5 (3), 239-251, 1998
441998
Predictive off-policy policy evaluation for nonstationary decision problems, with applications to digital marketing
PS Thomas, G Theocharous, M Ghavamzadeh, I Durugkar, E Brunskill
Twenty-Ninth IAAI Conference, 2017
362017
Tractable POMDP planning algorithms for optimal teaching in SPAIS
G Theocharous, R Beckwith, N Butko, M Philipose
IJCAI PAIR Workshop, 11-17, 2009
352009
Kernel-based reinforcement learning on representative states
B Kveton, G Theocharous
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
282012
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
252007
Optimizing for the future in non-stationary mdps
Y Chandak, G Theocharous, S Shankar, M White, S Mahadevan, ...
International Conference on Machine Learning, 1414-1425, 2020
242020
Automated facial affect analysis for one-on-one tutoring applications
NJ Butko, G Theocharous, M Philipose, JR Movellan
2011 IEEE International Conference on Automatic Face & Gesture Recognition …, 2011
242011
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