Gheorghe Comanici

According to our database, Gheorghe Comanici authored at least 15 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Affordances Enable Partial World Modeling with LLMs.

Khimya Khetarpal, Gheorghe Comanici, Jonathan Richens, Jeremy Shar, Fei Xia, Laurent Orseau, Aleksandra Faust, Doina Precup

CoRR, February, 2026

2025

An AI system to help scientists write expert-level empirical software.

Eser Aygün, Anastasiya Belyaeva, Gheorghe Comanici, Marc Coram, Hao Cui, Jake Garrison, Renee Johnston, Anton Kast, Cory Y. McLean, Peter C. Norgaard, Zahra Shamsi, David Smalling, James Thompson, Subhashini Venugopalan, Brian P. Williams, Chujun He, Sarah Martinson, Martyna Plomecka, Lai Wei, Yuchen Zhou, Qian-Ze Zhu, Matthew Abraham, Erica Brand, Anna Bulanova, Jeffrey A. Cardille, Chris Co, Scott Ellsworth, Grace Joseph, Malcolm Kane, Ryan Krueger, Johan Kartiwa, Daniel J. Liebling, Jan-Matthis Lueckmann, Paul Raccuglia, Xuefei Wang, Katherine Chou, James Manyika, Yossi Matias, John C. Platt, Lizzie Dorfman, Shibl Mourad, Michael P. Brenner

CoRR, September, 2025

2024

Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search.

Abbas Mehrabian, Ankit Anand, Hyunjik Kim, Nicolas Sonnerat, Matej Balog, Gheorghe Comanici, Tudor Berariu, Andrew Lee, Anian Ruoss, Anna Bulanova, Daniel Toyama, Sam Blackwell, Bernardino Romera-Paredes, Petar Velickovic, Laurent Orseau, Joonkyung Lee, Anurag Murty Naredla, Doina Precup, Adam Zsolt Wagner

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2023

Vision-Language Models as a Source of Rewards.

Kate Baumli, Satinder Baveja, Feryal M. P. Behbahani, Harris Chan, Gheorghe Comanici, Sebastian Flennerhag, Maxime Gazeau, Kristian Holsheimer, Dan Horgan, Michael Laskin, Clare Lyle, Hussain Masoom, Kay McKinney, Volodymyr Mnih, Alexander Neitz, Fabio Pardo, Jack Parker-Holder, John Quan, Tim Rocktäschel, Himanshu Sahni, Tom Schaul, Yannick Schroecker, Stephen Spencer, Richie Steigerwald, Luyu Wang, Lei Zhang

CoRR, 2023

2022

Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning.

Gheorghe Comanici, Amelia Glaese, Anita Gergely, Daniel Toyama, Zafarali Ahmed, Tyler Jackson, Philippe Hamel, Doina Precup

CoRR, 2022

2021

AndroidEnv: A Reinforcement Learning Platform for Android.

Daniel Toyama, Philippe Hamel, Anita Gergely, Gheorghe Comanici, Amelia Glaese, Zafarali Ahmed, Tyler Jackson, Shibl Mourad, Doina Precup

CoRR, 2021

Temporally Abstract Partial Models.

Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

What can I do here? A Theory of Affordances in Reinforcement Learning.

Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

The Option Keyboard: Combining Skills in Reinforcement Learning.

André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2015

Basis refinement strategies for linear value function approximation in MDPs.

Gheorghe Comanici, Doina Precup, Prakash Panangaden

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Representation Discovery for MDPs Using Bisimulation Metrics.

Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2012

On-the-Fly Algorithms for Bisimulation Metrics.

Gheorghe Comanici, Prakash Panangaden, Doina Precup

Proceedings of the Ninth International Conference on Quantitative Evaluation of Systems, 2012

An Empirical Analysis of Off-policy Learning in Discrete MDPs.

Cosmin Paduraru, Doina Precup, Joelle Pineau, Gheorghe Comanici

Proceedings of the Tenth European Workshop on Reinforcement Learning, 2012

2011

Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics.

Gheorghe Comanici, Doina Precup

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Optimal policy switching algorithms for reinforcement learning.

Gheorghe Comanici, Doina Precup

Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010