Saravanakumar Rajmohan
3 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
reinforcement learning
(1)
offline reinforcement learning
(1)
policy optimization
(1)
binary classification
(1)
heuristic search
(1)
resource allocation
(1)
value estimation
(1)
value overestimation
(1)
out-of-distribution state
(1)
reward mechanism
(1)
positive-unlabeled learning
(1)
resource optimization
(1)
cloud computing
(1)
unlabeled data
(1)
demand prediction
(1)
conservative q-learning
(1)
negative sample selection
(1)
virtual machine provisioning
(1)
bellman iteration
(1)
state value estimation
(1)