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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
3122015
High confidence policy improvement
P Thomas, G Theocharous, M Ghavamzadeh
International Conference on Machine Learning, 2380-2388, 2015
2192015
Lifetime value marketing using reinforcement learning
G Theocharous, A Hallak
RLDM 2013, 19, 2013
1942013
Ad recommendation systems for life-time value optimization
G Theocharous, PS Thomas, M Ghavamzadeh
Proceedings of the 24th international conference on world wide web, 1305-1310, 2015
1932015
Learning action representations for reinforcement learning
Y Chandak, G Theocharous, J Kostas, S Jordan, P Thomas
International conference on machine learning, 941-950, 2019
1872019
Optimizing production manufacturing using reinforcement learning.
S Mahadevan, G Theocharous
FLAIRS, 372-377, 1998
1211998
Approximate planning in POMDPs with macro-actions
G Theocharous, L Kaelbling
Advances in neural information processing systems 16, 2003
1172003
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
1052010
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
992001
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
932004
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
802002
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
702020
Predictive off-policy policy evaluation for nonstationary decision problems, with applications to digital marketing
P Thomas, G Theocharous, M Ghavamzadeh, I Durugkar, E Brunskill
Proceedings of the AAAI Conference on Artificial Intelligence 31 (2), 4740-4745, 2017
632017
Risk Quantification for Policy Deployment
PS Thomas, G Theocharous, M Ghavamzadeh
US Patent App. 14/552,047, 2016
562016
Hierarchical learning and planning in partially observable Markov decision processes
GN Theocharous
Michigan State University, 2002
532002
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
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
472010
Rapid concept learning for mobile robots
S Mahadevan, G Theocharous, N Khaleeli
Autonomous robots 5, 239-251, 1998
441998
Kernel-based reinforcement learning on representative states
B Kveton, G Theocharous
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 977-983, 2012
352012
Tractable POMDP planning algorithms for optimal teaching in “SPAIS”
G Theocharous, R Beckwith, N Butko, M Philipose
IJCAI PAIR Workshop, 11-17, 2009
332009
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