Georgios Theocharous

Research Scientist, Adobe

Joined

October 2017

Names

Emails

****@adobe.com (Confirmed)

Personal Links

Homepage

Career & Education History

Research Scientist

Adobe (adobe.com)

2012 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Trajectory-based Explainability Framework for Offline RL
Shripad Vilasrao Deshmukh, Arpan Dasgupta, Chirag Agarwal, Nan Jiang, Balaji Krishnamurthy, Georgios Theocharous, Jayakumar Subramanian
- 05 Oct 2022 (modified: 05 May 2023)
- Offline RL Workshop NeurIPS 2022
- Readers: Everyone
Explaining RL Decisions with Trajectories
Shripad Vilasrao Deshmukh, Arpan Dasgupta, Balaji Krishnamurthy, Nan Jiang, Chirag Agarwal, Georgios Theocharous, Jayakumar Subramanian
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Optimizing for the Future in Non-Stationary MDPs
Yash Chandak, Georgios Theocharous, Shiv Shankar, Martha White, Sridhar Mahadevan, Philip S. Thomas
- 12 Jun 2020 (modified: 30 Dec 2025)
- LifelongML@ICML2020
- Readers: Everyone
Learning Action Representations for Reinforcement Learning
Yash Chandak, Georgios Theocharous, James Kostas, Emma Jordan, Philip S. Thomas
- 2019 (modified: 29 Dec 2025)
- ICML 2019
- Readers: Everyone
Scalar Posterior Sampling with Applications
Georgios Theocharous, Zheng Wen, Yasin Abbasi, Nikos Vlassis
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
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 (modified: 02 Mar 2020)
- AAAI 2017
- Readers: Everyone
Automated Data Cleansing through Meta-Learning
Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh
- 2017 (modified: 02 Mar 2020)
- AAAI 2017
- Readers: Everyone
High-Confidence Off-Policy Evaluation
Philip S. Thomas, Georgios Theocharous, Mohammad Ghavamzadeh
- 2015 (modified: 16 Jul 2019)
- AAAI 2015
- Readers: Everyone
Ad Recommendation Systems for Life-Time Value Optimization
Georgios Theocharous, Philip S. Thomas, Mohammad Ghavamzadeh
- 2015 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2015
- Readers: Everyone
Policy Evaluation Using the Ω-Return
Philip S. Thomas, Scott Niekum, Georgios Theocharous, George Konidaris
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone

View all 19 publications

Co-Authors

View all 31 co-authors