Mark Boyer
4 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (15) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Conference Pioneer
Conferences
L4DC (2)
NIPS (2)
Top co-authors
Keywords
model-based reinforcement learning
(2)
plasma control
(2)
offline reinforcement learning
(1)
black-box optimization
(1)
exploration planning
(1)
gaussian process
(1)
reward function
(1)
machine learning
(1)
bayesian optimization
(1)
information gain
(1)
dynamics model
(1)
model-based control
(1)
feedback control
(1)
offline optimization
(1)
scenario planning
(1)
multi-task optimization
(1)
contextual optimization
(1)
model-based rl
(1)
optimal trajectory
(1)
neural network
(1)
Papers
Offline Model-Based Reinforcement Learning for Tokamak Control
L4DC 2023
Exploration via Planning for Information about the Optimal Trajectory
NIPS 2022
Toward fusion plasma scenario planning for NSTX-U using machine-learning-accelerated models
L4DC 2020
Offline Contextual Bayesian Optimization
NIPS 2019