Yuri Grinberg
4 papers · 2012–2014 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Mathematics & Optimization
(3)
Reinforcement Learning
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Deep Learning
(1)
Applications
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Optimization
(1)
Probability
(1)
Keywords
policy search
(2)
predictive state representation
(2)
policy evaluation
(2)
optimal control
(1)
dynamic programming
(1)
value function approximation
(1)
partial observability
(1)
bellman error
(1)
energy optimization
(1)
domain knowledge
(1)
feature generation
(1)
sparse feature spaces
(1)
hydroelectric power
(1)
random projection
(1)
predictive representation
(1)
average reward
(1)
ergodic theory
(1)
partially observable system
(1)
infinite state
(1)
average reward optimization
(1)
Papers
Optimizing Energy Production Using Policy Search and Predictive State Representations
NeurIPS 2014
Average Reward Optimization Objective In Partially Observable Domains
ICML 2013
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
NeurIPS 2013
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems
AISTATS 2012