Gheorghe Comanici

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 10

Top Topics

Decision Theoretic Planning

Linear Value Function Approximation

Reinforcement Learning

Top Venues

Publications

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 (2023)
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 (2023)
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 (2022)
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 (2021)
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 (2021)
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup
Temporally Abstract Partial Models. NeurIPS (2021)
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, Doina Precup
Temporally Abstract Partial Models. CoRR (2021)
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup
What can I do here? A Theory of Affordances in Reinforcement Learning. ICML (2020)
Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup
What can I do here? A Theory of Affordances in Reinforcement Learning. CoRR (2020)
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)
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup
Representation Discovery for MDPs Using Bisimulation Metrics. AAAI (2015)
Sherry Shanshan Ruan, Gheorghe Comanici, Prakash Panangaden, Doina Precup
Representation Discovery for MDPs Using Bisimulation Metrics. AAAI (2015)
Gheorghe Comanici, Doina Precup, Prakash Panangaden
Basis refinement strategies for linear value function approximation in MDPs. NIPS (2015)
Gheorghe Comanici, Prakash Panangaden, Doina Precup
On-the-Fly Algorithms for Bisimulation Metrics. QEST (2012)
Cosmin Paduraru, Doina Precup, Joelle Pineau, Gheorghe Comanici
An Empirical Analysis of Off-policy Learning in Discrete MDPs. EWRL (2012)
Gheorghe Comanici, Doina Precup
Basis function discovery using spectral clustering and bisimulation metrics. AAMAS (2011)
Gheorghe Comanici, Doina Precup
Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. AAAI (2011)
Gheorghe Comanici, Doina Precup
Basis Function Discovery Using Spectral Clustering and Bisimulation Metrics. ALA (2011)
Gheorghe Comanici, Doina Precup
Optimal policy switching algorithms for reinforcement learning. AAMAS (2010)