Research
Publications
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- Date
- Title
- Massively Scalable Inverse Reinforcement Learning for Route Optimization
- Authors
- Matt Barnes, Matthew Abueg, Oliver F. Lange, Matt Deeds, Jason Trader, Denali Molitor, Markus Wulfmeier*, Shawn O'Banion*
- Venue
- arXiv
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- Date
- Title
- Estimating Gibbs free energies via isobaric-isothermal flows
- Authors
- Peter Wirnsberger, Borja Ibarz, George Papamakarios
- Venue
- Machine Learning: Science and Technology
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- Date
- Title
- Natural Quantum Monte Carlo Computation of Excited States
- Authors
- David Pfau, Simon Axelrod*, Halvard Sutterud*, James Spencer, Ingrid von Glehn
- Venue
- arXiv
-
- Date
- Title
- RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation
- Authors
- Mel Vecerik, Carl Doersch, Yi Yang, Todor Davchev, Yusuf Aytar, Stannis Zhou, Andrew Zisserman, Jon Scholz, Lourdes Agapito*
- Venue
- ICRA 2024
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- Date
- Title
- Nevis’22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
- Authors
- Jörg Bornschein, Alexandre Galashov, Ross Hemsley, Amal Rannen-Triki, Yutian Chen, Arslan Chaudhry, Owen He, Arthur Douillard, Massimo Caccia*, Qixuan Feng, Jiajun Shen, Sylvestre-Alvise Rebuffi, Kitty Stacpoole, diegolascasas , Will Hawkins, Angeliki Lazaridou, Yee Whye Teh, Andrei Rusu, Razvan Pascanu, Marc'aurelio Ranzato
- Venue
- JMLR
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- Date
- Title
- Levin Tree Search with Context Models
- Authors
- Laurent Orseau, Marcus Hutter, Levi H. S. Lelis*
- Venue
- IJCAI 2023
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- Date
- Title
- Advances in ML-based sampling for Lattice-QCD
- Authors
- Kyle Cranmer, Gurtej Kanwar, Sébastien Racanière, Danilo J. Rezende & Phiala E. Shanahan
- Venue
- Nature Reviews Physics
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- Date
- Title
- Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals
- Authors
- Kory Mathewson, Piotr Mirowski, jaylenp , Richard Evans
- Venue
- ACM CHI 2022
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- Date
- Title
- Line Search for Convex Minimization
- Authors
- Laurent Orseau, Marcus Hutter
- Venue
- arXiv