Concepedia

Tor Lattimore

TL

Statistics

Publications

42

Citations

1.4K

H-Index

24

Active since

2013

Affiliations

University of Alberta(Current)

Google (United States)

Australian National University

Google DeepMind (United Kingdom)

Tor Lattimore is an author at University of Alberta specializing in reinforcement learning, reinforcement learning foundations, and machine learning.

Publications per year

2013–2021

42

Publications

42

Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning

Christoph Dann, Tor Lattimore, Emma Brunskill · Neural Information Processing Systems · 2017 · 103 citations

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Bounded Regret for Finite-Armed Structured Bandits

Tor Lattimore, Rémi Munos · arXiv (Cornell University) · 2014 · 82 citations · Full text

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Following the Leader and Fast Rates in Online Linear Prediction: Curved Constraint Sets and Other Regularities

Ruitong Huang, Tor Lattimore, András György et al. · Spiral (Imperial College London) · 2017 · 70 citations · Full text

, , +15

Refining the Confidence Level for Optimistic Bandit Strategies

Tor Lattimore · Journal of Machine Learning Research · 2018 · 63 citations

, , +6

Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning

Christoph Dann, Tor Lattimore, Emma Brunskill · arXiv (Cornell University) · 2017 · 61 citations · Full text

, , +6

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