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Roman Garnett — most-cited papers & profile · Reinforcement Learning
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Roman Garnett
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Most-cited papers
Efficient nonmyopic active search with applications in drug and materials discovery
2018
BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design
2019
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees
2020
Amortized nonmyopic active search via deep imitation learning
2024
Top co-authors
Shali Jiang
· 3
Anindya Sarkar
· 1
Benjamin Moseley
· 1
Brian Karrer
· 1
Daniel R. Jiang
· 1
Gustavo Malkomes
· 1
Henry Chai
· 1
Jacob R. Gardner
· 1
Javier Gonzalez
· 1
Maximilian Balandat
· 1
Quan Nguyen
· 1
Topics
Exploration
Model-Based RL
Uncategorized
cs.LG