Yuri Grinberg
4 papers · 2012–2014 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(16)
π
Conference Pioneer
π
Trend Setter
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
predictive state representation
(2)
policy evaluation
(2)
policy search
(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
NIPS 2014
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
NIPS 2013
Average Reward Optimization Objective In Partially Observable Domains
ICML 2013
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems
AISTATS 2012