Georgios Theocharous

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Honors • Upsilon Pi Epsilon, Honor Society in the Computing Science (1994-present) • Golden Key National Honor Society (1993-present) • Deans list (1990-1994)

Papers36 papers

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Personalizing with Human Cognitive Biases

Georgios Theocharous,Jennifer Healey,Sridhar Mahadevan, Michele A. Saad

ADJUNCT PUBLICATION OF THE 27TH CONFERENCE ON USER MODELING, ADAPTATION AND PERSONALIZATION (ACM UMA..., pp.13-17, (2019)

Cited by1EIBibtex

Automated Data Cleansing through Meta-Learning

Ian Gemp,Georgios Theocharous,Mohammad Ghavamzadeh

THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, pp.4760-4761, (2017)

Cited by3EIBibtex

Posterior Sampling for Large Scale Reinforcement Learning

Georgios Theocharous,Zheng Wen,Yasin Abbasi-Yadkori,Nikos Vlassis

arXiv: Learning, (2017)

Cited by9EIBibtex

Predictive Off-Policy Policy Evaluation for Nonstationary Decision Problems, with Applications to Digital Marketing

Philip S. Thomas,Georgios Theocharous,Mohammad Ghavamzadeh,Ishan Durugkar,Emma Brunskill

THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, pp.4740-4745, (2017)

Cited by15EIBibtex

Personalized Advertisement Recommendation: A Ranking Approach to Address the Ubiquitous Click Sparsity Problem

Sougata Chaudhuri,Georgios Theocharous,Mohammad Ghavamzadeh

arXiv: Learning, (2016)

Cited by1EIBibtex

Graphical Model Sketch

Branislav Kveton,Hung Hai Bui,Mohammad Ghavamzadeh,Georgios Theocharous,S. Muthukrishnan, Siqi Sun

ECML/PKDD, (2016)

Cited by4EIBibtex

Policy Evaluation Using the Omega-Return

Philip S. Thomas,Scott Niekum,Georgios Theocharous,George Konidaris

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015), (2015)

Bibtex

Policy Evaluation Using the \Omega -Return

Philip S. Thomas,Scott Niekum,Georgios Theocharous,George Konidaris

neural information processing systems, pp.334-342, (2015)

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Intel Corporation Intel Labs

Georgios Theocharous,Santa Clara,Nicholas J Butko,Matthai Philipose

(2013)

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Structured Kernel-Based Reinforcement Learning

Branislav Kveton,Georgios Theocharous

AAAI, (2013)

Cited by5EIBibtex

Kernel-Based Reinforcement Learning on Representative States

Branislav Kveton,Georgios Theocharous

AAAI, (2012)

Cited by20EIBibtex

Automated facial affect analysis for one-on-one tutoring applications

Nicholas J. Butko,Georgios Theocharous,Matthai Philipose,Javier R. Movellan

FG, pp.382-387, (2011)

Cited by19EIBibtex

Towards a physical and personal math coin tutoring system

Georgios Theocharous,Nicholas Butko,Matthai Philipose

AIED, (2011): 569-571

Cited by1EIBibtex

Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization

Georgios Theocharous,Sridhar Mahadevan

AAAI, (2010)

Cited by3EIBibtex

M.: Tractable POMDP planning algorithms for optimal teaching

Georgios Theocharous,Richard Beckwith,Nicholas J Butko,Matthai Philipose

(2009)

Bibtex

A Lazy Approach to Online Learning with Constraints

Branislav Kveton,Jia Yuan Yu,Georgios Theocharous,Shie Mannor

ISAIM, (2008)

Cited by1EIBibtex

Online learning with expert advice and finite-horizon constraints

Branislav Kveton,Jia Yuan Yu,Georgios Theocharous,Shie Mannor

AAAI, pp.331-336, (2008)

Cited by11EIBibtex

User model and utility based power management

Chih-Han Yu,Shie Mannor,Georgios Theocharous,Avi Pfeffer

AAAI, pp.1918-1919, (2007)

EIBibtex

Adaptive timeout policies for fast fine-grained power management

Branislav Kveton,Prashant Gandhi,Georgios Theocharous,Shie Mannor,Barbara Rosario,Nilesh Shah

AAAI, pp.1795-1800, (2007)

Cited by21EIBibtex

Spatial and Temporal Abstractions in POMDPs Applied to Robot Navigation

Georgios Theocharous,Sridhar Mahadevan,Leslie Pack Kaelbling

(2005)

Cited by10Bibtex

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Georgios TheocharousBinding

Papers36 papers

Georgios Theocharous