Optimizing Production Manufacturing Using Reinforcement Learning. - Sridhar Mahadevan; Georgios Theocharous (FLAIRS, 1998)

Rapid Concept Learning for Mobile Robots. - Sridhar Mahadevan; Georgios Theocharous; Nikfar Khaleeli (Mach. Learn., 1998)

Learning Hierarchical Partially Observable Markov Decision Process Models for Robot Navigation. - Georgios Theocharous; Khashayar Rohanimanesh; Sridhar Mahadevan (ICRA, 2001)

Approximate Planning with Hierarchical Partially Observable Markov Decision Process Models for Robot Navigation. - Georgios Theocharous; Sridhar Mahadevan (ICRA, 2002)

Learning the hierarchical structure of spatial environments using multiresolution statistical models. - Georgios Theocharous; Sridhar Mahadevan (IROS, 2002)

Approximate Planning in POMDPs with Macro-Actions. - Georgios Theocharous; Leslie Pack Kaelbling (NIPS, 2003)

Representing Hierarchical POMDPs as DBNs for Multi-scale Robot Localization. - Georgios Theocharous; Kevin P. Murphy; Leslie Pack Kaelbling (ICRA, 2004)

The Workshop Program at the Nineteenth National Conference on Artificial Intelligence. - Ion Muslea; Virginia Dignum; Daniel D. Corkill; Catholijn M. Jonker; Frank Dignum; Silvia Coradeschi; Alessandro Saffiotti; Dan Fu; Jeff Orkin; William Cheetham; Kai Goebel; Piero P. Bonissone; et al. (AI Mag., 2005)

Adaptive Timeout Policies for Fast Fine-Grained Power Management. - Branislav Kveton; Prashant Gandhi; Georgios Theocharous; Shie Mannor; Barbara Rosario; Nilesh Shah (AAAI, 2007)

User Model and Utility Based Power Management. - Chih-Han Yu; Shie Mannor; Georgios Theocharous; Avi Pfeffer (AAAI, 2007)

Online Learning with Expert Advice and Finite-Horizon Constraints. - Branislav Kveton; Jia Yuan Yu; Georgios Theocharous; Shie Mannor (AAAI, 2008)

A Lazy Approach to Online Learning with Constraints. - Branislav Kveton; Jia Yuan Yu; Georgios Theocharous; Shie Mannor (ISAIM, 2008)

Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization. - Georgios Theocharous; Sridhar Mahadevan (AAAI, 2010)

Towards a Physical and Personal Math Coin Tutoring System. - Georgios Theocharous; Nicholas J. Butko; Matthai Philipose (AIED, 2011)

Automated facial affect analysis for one-on-one tutoring applications. - Nicholas J. Butko; Georgios Theocharous; Matthai Philipose; Javier R. Movellan (FG, 2011)

Kernel-Based Reinforcement Learning on Representative States. - Branislav Kveton; Georgios Theocharous (AAAI, 2012)

Structured Kernel-Based Reinforcement Learning. - Branislav Kveton; Georgios Theocharous (AAAI, 2013)

High-Confidence Off-Policy Evaluation. - Philip S. Thomas; Georgios Theocharous; Mohammad Ghavamzadeh (AAAI, 2015)

High Confidence Policy Improvement. - Philip S. Thomas; Georgios Theocharous; Mohammad Ghavamzadeh (ICML, 2015)

Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees. - Georgios Theocharous; Philip S. Thomas; Mohammad Ghavamzadeh (IJCAI, 2015)

Policy Evaluation Using the Ω-Return. - Philip S. Thomas; Scott Niekum; Georgios Theocharous; George Dimitri Konidaris (NIPS, 2015)

Ad Recommendation Systems for Life-Time Value Optimization. - Georgios Theocharous; Philip S. Thomas; Mohammad Ghavamzadeh (WWW (Companion Volume), 2015)

Graphical Model Sketch. - Branislav Kveton; Hung Bui 001; Mohammad Ghavamzadeh; Georgios Theocharous; S. Muthukrishnan 001; Siqi Sun (ECML/PKDD (1), 2016)

Personalized Advertisement Recommendation: A Ranking Approach to Address the Ubiquitous Click Sparsity Problem. - Sougata Chaudhuri; Georgios Theocharous; Mohammad Ghavamzadeh (CoRR, 2016)

Automated Data Cleansing through Meta-Learning. - Ian Gemp; Georgios Theocharous; Mohammad Ghavamzadeh (AAAI, 2017)

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 (AAAI, 2017)

An Interactive Points of Interest Guidance System. - Georgios Theocharous; Nikos Vlassis; Zheng Wen 002 (IUI Companion, 2017)

Importance of Recommendation Policy Space in Addressing Click Sparsity in Personalized Advertisement Display. - Sougata Chaudhuri; Georgios Theocharous; Mohammad Ghavamzadeh (MLDM, 2017)

Posterior Sampling for Large Scale Reinforcement Learning. - Georgios Theocharous; Zheng Wen 002; Yasin Abbasi-Yadkori; Nikos Vlassis (CoRR, 2017)

Capacity-aware Sequential Recommendations. - Frits de Nijs; Georgios Theocharous; Nikos Vlassis; Mathijs Michiel de Weerdt; Matthijs T. J. Spaan (AAMAS, 2018)

Interactive Campaign Planning for Marketing Analysts. - Fan Du; Sana Malik; Eunyee Koh; Georgios Theocharous (CHI Extended Abstracts, 2018)

Personalizable and Interactive Sequence Recommender System. - Fan Du; Sana Malik; Georgios Theocharous; Eunyee Koh (CHI Extended Abstracts, 2018)

Scalar Posterior Sampling with Applications. - Georgios Theocharous; Zheng Wen 002; Yasin Abbasi; Nikos Vlassis (NeurIPS, 2018)

Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence. - Bruno Bouchard 001; Kevin Bouchard; Noam Brown; Niyati Chhaya; Eitan Farchi; Sébastien Gaboury; Christopher W. Geib; Amelie Gyrard; Kokil Jaidka; Sarah Keren; Roni Khardon; Parisa Kordjamshidi; et al. (AI Mag., 2018)

Learning Action Representations for Reinforcement Learning. - Yash Chandak; Georgios Theocharous; James E. Kostas; Scott M. Jordan; Philip S. Thomas (ICML, 2019)

Sense-able Lunch Recommendations. - Ishan Gupta; Jennifer Healey; Georgios Theocharous (MobileHCI, 2019)

Hacd: Hierarchical Agglomerative Community Detection In Social Networks. - Ekta Gujral; Evangelos E. Papalexakis; Georgios Theocharous; Anup B. Rao (MLSP, 2019)

Personalizing with Human Cognitive Biases. - Georgios Theocharous; Jennifer Healey; Sridhar Mahadevan; Michele A. Saad (UMAP (Adjunct Publication), 2019)

Reinforcement Learning When All Actions Are Not Always Available. - Yash Chandak; Georgios Theocharous; Blossom Metevier; Philip S. Thomas (AAAI, 2020)

Lifelong Learning with a Changing Action Set. - Yash Chandak; Georgios Theocharous; Chris Nota; Philip S. Thomas (AAAI, 2020)

C3 APTION: Constraint Coupled CP And PARAFAC2 Tensor Decompostion. - Ekta Gujral; Georgios Theocharous; Evangelos E. Papalexakis (ACSSC, 2020)

C3 APTION: Constrainted Coupled CP and PARAFAC2 Tensor Decomposition. - Ekta Gujral; Georgios Theocharous; Evangelos E. Papalexakis (ASONAM, 2020)

Optimizing for the Future in Non-Stationary MDPs. - Yash Chandak; Georgios Theocharous; Shiv Shankar; Martha White; Sridhar Mahadevan; Philip S. Thomas (ICML, 2020)

POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation. - Ekta Gujral; Georgios Theocharous; Evangelos E. Papalexakis (SAM, 2020)

Towards Safe Policy Improvement for Non-Stationary MDPs. - Yash Chandak; Scott M. Jordan; Georgios Theocharous; Martha White; Philip S. Thomas (NeurIPS, 2020)

SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. - Ekta Gujral; Georgios Theocharous; Evangelos E. Papalexakis (SDM, 2020)

Dynamic Clustering with Discrete Time Event Prediction. - Karan Aggarwal; Georgios Theocharous; Anup B. Rao (SIGIR, 2020)

Reinforcement Learning for Strategic Recommendations. - Georgios Theocharous; Yash Chandak; Philip S. Thomas; Frits de Nijs (CoRR, 2020)

High Confidence Generalization for Reinforcement Learning. - James E. Kostas; Yash Chandak; Scott M. Jordan; Georgios Theocharous; Philip S. Thomas (ICML, 2021)

Multiscale Manifold Warping. - Sridhar Mahadevan; Anup Rao 002; Georgios Theocharous; Jennifer Healey (CoRR, 2021)

Edge-Compatible Reinforcement Learning for Recommendations. - James E. Kostas; Philip S. Thomas; Georgios Theocharous (CoRR, 2021)

Constraint Sampling Reinforcement Learning: Incorporating Expertise for Faster Learning. - Tong Mu; Georgios Theocharous; David Arbour; Emma Brunskill (AAAI, 2022)

Off-Policy Evaluation in Embedded Spaces. - Jaron J. R. Lee; David Arbour; Georgios Theocharous (CoRR, 2022)

Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases. - Atanu R. Sinha; Navita Goyal; Sunny Dhamnani; Tanay Asija; Raja K. Dubey; M. V. Kaarthik Raja; Georgios Theocharous (CoRR, 2022)

Smoothed Online Combinatorial Optimization Using Imperfect Predictions. - Kai Wang; Zhao Song 002; Georgios Theocharous; Sridhar Mahadevan (AAAI, 2023)

Explaining RL Decisions with Trajectories. - Shripad Vilasrao Deshmukh; Arpan Dasgupta; Balaji Krishnamurthy; Nan Jiang; Chirag Agarwal; Georgios Theocharous; Jayakumar Subramanian (ICLR, 2023)

Coagent Networks: Generalized and Scaled. - James E. Kostas; Scott M. Jordan; Yash Chandak; Georgios Theocharous; Dhawal Gupta; Martha White; Bruno Castro da Silva; Philip S. Thomas (CoRR, 2023)

Distributional Off-Policy Evaluation for Slate Recommendations. - Shreyas Chaudhari; David Arbour; Georgios Theocharous; Nikos Vlassis (AAAI, 2024)