Georgios Theocharous
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
34
Venues
15
Active years
1998–2024
Best venue rank
A*
Where they publish
Papers
34 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AAAI | Distributional Off-Policy Evaluation for Slate Recommendations. | Shreyas Chaudhari, David Arbour, Georgios Theocharous, Nikos Vlassis |
| 2023 | AAAI | Smoothed Online Combinatorial Optimization Using Imperfect Predictions. | Kai Wang, Zhao Song, Georgios Theocharous, Sridhar Mahadevan |
| 2023 | ICLR | Explaining RL Decisions with Trajectories. | Shripad Vilasrao Deshmukh, Arpan Dasgupta, Balaji Krishnamurthy, Nan Jiang, Chirag Agarwal, Georgios Theocharous, Jayakumar Subramanian |
| 2022 | AAAI | Constraint Sampling Reinforcement Learning: Incorporating Expertise for Faster Learning. | Tong Mu, Georgios Theocharous, David Arbour, Emma Brunskill |
| 2021 | ICML | High Confidence Generalization for Reinforcement Learning. | James E. Kostas, Yash Chandak, Scott M. Jordan, Georgios Theocharous, Philip S. Thomas |
| 2020 | AAAI | Reinforcement Learning When All Actions Are Not Always Available. | Yash Chandak, Georgios Theocharous, Blossom Metevier, Philip S. Thomas |
| 2020 | AAAI | Lifelong Learning with a Changing Action Set. | Yash Chandak, Georgios Theocharous, Chris Nota, Philip S. Thomas |
| 2020 | ACSSC | C | Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis |
| 2020 | ICML | Optimizing for the Future in Non-Stationary MDPs. | Yash Chandak, Georgios Theocharous, Shiv Shankar, Martha White, Sridhar Mahadevan, Philip S. Thomas |
| 2020 | SIGIR | Dynamic Clustering with Discrete Time Event Prediction. | Karan Aggarwal, Georgios Theocharous, Anup B. Rao |
| 2020 | SDM | SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. | Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis |
| 2019 | ICML | Learning Action Representations for Reinforcement Learning. | Yash Chandak, Georgios Theocharous, James E. Kostas, Scott M. Jordan, Philip S. Thomas |
| 2018 | CHI | Interactive Campaign Planning for Marketing Analysts. | Fan Du, Sana Malik, Eunyee Koh, Georgios Theocharous |
| 2018 | CHI | Personalizable and Interactive Sequence Recommender System. | Fan Du, Sana Malik, Georgios Theocharous, Eunyee Koh |
| 2017 | AAAI | Automated Data Cleansing through Meta-Learning. | Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh |
| 2017 | AAAI | 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 |
| 2017 | IUI | An Interactive Points of Interest Guidance System. | Georgios Theocharous, Nikos Vlassis, Zheng Wen |
| 2015 | AAAI | High-Confidence Off-Policy Evaluation. | Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh |
| 2015 | ICML | High Confidence Policy Improvement. | Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh |
| 2015 | IJCAI | Personalized Ad Recommendation Systems for Life-Time Value Optimization with Guarantees. | Georgios Theocharous, Philip S. Thomas, Mohammad Ghavamzadeh |
| 2015 | WWW | Ad Recommendation Systems for Life-Time Value Optimization. | Georgios Theocharous, Philip S. Thomas, Mohammad Ghavamzadeh |
| 2013 | AAAI | Structured Kernel-Based Reinforcement Learning. | Branislav Kveton, Georgios Theocharous |
| 2012 | AAAI | Kernel-Based Reinforcement Learning on Representative States. | Branislav Kveton, Georgios Theocharous |
| 2011 | AIED | Towards a Physical and Personal Math Coin Tutoring System. | Georgios Theocharous, Nicholas J. Butko, Matthai Philipose |
| 2010 | AAAI | Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization. | Georgios Theocharous, Sridhar Mahadevan |
| 2008 | AAAI | Online Learning with Expert Advice and Finite-Horizon Constraints. | Branislav Kveton, Jia Yuan Yu, Georgios Theocharous, Shie Mannor |
| 2008 | ISAIM | A Lazy Approach to Online Learning with Constraints. | Branislav Kveton, Jia Yuan Yu, Georgios Theocharous, Shie Mannor |
| 2007 | AAAI | Adaptive Timeout Policies for Fast Fine-Grained Power Management. | Branislav Kveton, Prashant Gandhi, Georgios Theocharous, Shie Mannor, Barbara Rosario, Nilesh Shah |
| 2007 | AAAI | User Model and Utility Based Power Management. | Chih-Han Yu, Shie Mannor, Georgios Theocharous, Avi Pfeffer |
| 2004 | ICRA | Representing Hierarchical POMDPs as DBNs for Multi-scale Robot Localization. | Georgios Theocharous, Kevin P. Murphy, Leslie Pack Kaelbling |
| 2002 | IROS | Learning the hierarchical structure of spatial environments using multiresolution statistical models. | Georgios Theocharous, Sridhar Mahadevan |
| 2002 | ICRA | Approximate Planning with Hierarchical Partially Observable Markov Decision Process Models for Robot Navigation. | Georgios Theocharous, Sridhar Mahadevan |
| 2001 | ICRA | Learning Hierarchical Partially Observable Markov Decision Process Models for Robot Navigation. | Georgios Theocharous, Khashayar Rohanimanesh, Sridhar Mahadevan |
| 1998 | FlAIRS | Optimizing Production Manufacturing Using Reinforcement Learning. | Sridhar Mahadevan, Georgios Theocharous |