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Conference and Workshop Papers
- 2024
[c13]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:
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search. IJCAI 2024: 6985-6993- 2021
- [c12]Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup:
Temporally Abstract Partial Models. NeurIPS 2021: 1979-1991 - 2020
- [c11]Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup:
What can I do here? A Theory of Affordances in Reinforcement Learning. ICML 2020: 5243-5253 - 2019
- [c10]André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup:
The Option Keyboard: Combining Skills in Reinforcement Learning. NeurIPS 2019: 13031-13041 - 2015
- [c9]Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup:
Representation Discovery for MDPs Using Bisimulation Metrics. AAAI 2015: 3578-3584 - [c8]Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup:
Representation Discovery for MDPs Using Bisimulation Metrics. AAAI 2015: 4202-4203 - [c7]Gheorghe Comanici, Doina Precup, Prakash Panangaden:
Basis refinement strategies for linear value function approximation in MDPs. NIPS 2015: 2899-2907 - 2012
- [c6]Cosmin Paduraru, Doina Precup, Joelle Pineau, Gheorghe Comanici:
An Empirical Analysis of Off-policy Learning in Discrete MDPs. EWRL 2012: 89-102 - [c5]Gheorghe Comanici, Prakash Panangaden, Doina Precup:
On-the-Fly Algorithms for Bisimulation Metrics. QEST 2012: 94-103 - 2011
- [c4]Gheorghe Comanici, Doina Precup:
Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. AAAI 2011: 325-330 - [c3]Gheorghe Comanici, Doina Precup:
Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. ALA 2011: 85-99 - [c2]Gheorghe Comanici, Doina Precup:
Basis function discovery using spectral clustering and bisimulation metrics. AAMAS 2011: 1079-1080 - 2010
- [c1]Gheorghe Comanici, Doina Precup:
Optimal policy switching algorithms for reinforcement learning. AAMAS 2010: 709-714
Informal and Other Publications
- 2023
- [i7]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:
Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search. CoRR abs/2311.03583 (2023) - [i6]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:
Vision-Language Models as a Source of Rewards. CoRR abs/2312.09187 (2023) - 2022
- [i5]Gheorghe Comanici, Amelia Glaese, Anita Gergely, Daniel Toyama, Zafarali Ahmed, Tyler Jackson, Philippe Hamel, Doina Precup:
Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning. CoRR abs/2204.10374 (2022) - 2021
- [i4]Daniel Toyama, Philippe Hamel, Anita Gergely, Gheorghe Comanici, Amelia Glaese, Zafarali Ahmed, Tyler Jackson, Shibl Mourad, Doina Precup:
AndroidEnv: A Reinforcement Learning Platform for Android. CoRR abs/2105.13231 (2021) - [i3]André Barreto, Diana Borsa, Shaobo Hou, Gheorghe Comanici, Eser Aygün, Philippe Hamel, Daniel Toyama, Jonathan J. Hunt, Shibl Mourad, David Silver, Doina Precup:
The Option Keyboard: Combining Skills in Reinforcement Learning. CoRR abs/2106.13105 (2021) - [i2]Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup:
Temporally Abstract Partial Models. CoRR abs/2108.03213 (2021) - 2020
- [i1]Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup:
What can I do here? A Theory of Affordances in Reinforcement Learning. CoRR abs/2006.15085 (2020)
Coauthor Index
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