Kenta Hoshino
2 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
dimensionality reduction
(1)
representation learning
(1)
policy gradient
(1)
optimal control
(1)
value function
(1)
stochastic control
(1)
physics-informed neural network
(1)
stochastic system
(1)
stochastic differential equation
(1)
safety probability
(1)
risk quantification
(1)
bisection search
(1)
epigraph form
(1)
lagrangian max-min formulation
(1)
robust constrained mdp
(1)
ε-optimal policy
(1)