Gheorghe Comanici

22 papers A* 7A 2Journal 9Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Affordances Enable Partial World Modeling with LLMs. CoRR Khimya Khetarpal, Gheorghe Comanici, Jonathan Richens, Jeremy Shar, Fei Xia, Laurent Orseau, Aleksandra Faust, Doina Precup
2025	J	`jnl`	An AI system to help scientists write expert-level empirical software. CoRR 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
2024	A*	`conf`	Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search. IJCAI 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
2023	J	`jnl`	Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search. CoRR 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
2023	J	`jnl`	Vision-Language Models as a Source of Rewards. CoRR 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
2022	J	`jnl`	Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning. CoRR Gheorghe Comanici, Amelia Glaese, Anita Gergely, Daniel Toyama, Zafarali Ahmed, Tyler Jackson, Philippe Hamel, Doina Precup
2021	J	`jnl`	AndroidEnv: A Reinforcement Learning Platform for Android. CoRR Daniel Toyama, Philippe Hamel, Anita Gergely, Gheorghe Comanici, Amelia Glaese, Zafarali Ahmed, Tyler Jackson, Shibl Mourad, Doina Precup
2021	A*	`conf`	Temporally Abstract Partial Models. NeurIPS Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup
2021	J	`jnl`	Temporally Abstract Partial Models. CoRR Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup
2021	J	`jnl`	The Option Keyboard: Combining Skills in Reinforcement Learning. CoRR André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup
2020	A*	`conf`	What can I do here? A Theory of Affordances in Reinforcement Learning. ICML Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup
2020	J	`jnl`	What can I do here? A Theory of Affordances in Reinforcement Learning. CoRR Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup
2019	A*	`conf`	The Option Keyboard: Combining Skills in Reinforcement Learning. NeurIPS André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup
2015	—	`conf`	Basis refinement strategies for linear value function approximation in MDPs. NIPS Gheorghe Comanici, Doina Precup, Prakash Panangaden
2015	A*	`conf`	Representation Discovery for MDPs Using Bisimulation Metrics. AAAI Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup
2015	A*	`conf`	Representation Discovery for MDPs Using Bisimulation Metrics. AAAI Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup
2012	—	`conf`	An Empirical Analysis of Off-policy Learning in Discrete MDPs. EWRL Cosmin Paduraru, Doina Precup, Joelle Pineau, Gheorghe Comanici
2012	—	`conf`	On-the-Fly Algorithms for Bisimulation Metrics. QEST Gheorghe Comanici, Prakash Panangaden, Doina Precup
2011	A*	`conf`	Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. AAAI Gheorghe Comanici, Doina Precup
2011	—	`conf`	Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. ALA Gheorghe Comanici, Doina Precup
2011	A	`conf`	Basis function discovery using spectral clustering and bisimulation metrics. AAMAS Gheorghe Comanici, Doina Precup
2010	A	`conf`	Optimal policy switching algorithms for reinforcement learning. AAMAS Gheorghe Comanici, Doina Precup