John Martin
3 papers · 2017–2020 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
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Research topics
Reinforcement Learning
(3)
Machine Learning
(2)
Robotics
(2)
Applications
(2)
Capabilities
(2)
Learning Types
(2)
Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Optimization
(1)
Keywords
gaussian process
(2)
temporal difference learning
(1)
policy evaluation
(1)
policy gradient
(1)
distributional reinforcement learning
(1)
stochastic dominance
(1)
sparse approximation
(1)
model-based reinforcement learning
(1)
robot control
(1)
convergence guarantee
(1)
aleatoric uncertainty
(1)
heteroscedastic noise
(1)
risk measure
(1)
wasserstein gradient flow
(1)
risk-sensitive reinforcement learning
(1)
particle-based algorithm
(1)
marine navigation
(1)
underwater robot
(1)
deep reinforcement learning
(1)
risk-aware decision making
(1)