Amir M. Farahmand
2 papers · 2008–2012 · 1 venue · across top CS/AI venues
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Achievements
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🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
📈
Trend Setter
Venues
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
function approximation
(2)
reinforcement learning
(2)
policy optimization
(1)
regularization
(1)
sparse representation
(1)
value function
(1)
reproducing kernel hilbert space
(1)
value iteration
(1)
policy iteration
(1)
sparse approximation
(1)
approximate dynamic programming
(1)
bellman residual minimization
(1)
l2 regularization
(1)
bellman residual
(1)
least-squares temporal difference
(1)
approximate value iteration
(1)
sparse feature approximation
(1)
error bound
(1)
nonparametric algorithm
(1)
kernel methods
(1)