Ozgur Simsek
9 papers · 2008–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3)
π
Academic Marathon
(17)
π
Cross-Pollinator
(10)
π
Renaissance Researcher
(5)
π
Keyword Champion
π
Trend Setter
Conferences
ICML (4)
NIPS (4)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
decision heuristics
(2)
cognitive modeling
(1)
hierarchical learning
(1)
graph theory
(1)
incremental learning
(1)
graph representation
(1)
theoretical analysis
(1)
hierarchical reinforcement learning
(1)
multinomial logistic regression
(1)
graph centrality
(1)
skill discovery
(1)
betweenness centrality
(1)
agent interaction
(1)
evaluation function
(1)
temporal abstraction
(1)
linear decision rule
(1)
environmental dominance
(1)
cumulative dominance
(1)
noncompensatoriness
(1)
Papers
Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption
ICML 2025
Accelerating Task Generalisation with Multi-Level Skill Hierarchies
ICLR 2025
Creating Multi-Level Skill Hierarchies in Reinforcement Learning
NIPS 2023
Explaining Reinforcement Learning with Shapley Values
ICML 2023
Regularization in directable environments with application to Tetris
ICML 2019
Why Most Decisions Are Easy in TetrisβAnd Perhaps in Other Sequential Decision Problems, As Well
ICML 2016
Learning From Small Samples: An Analysis of Simple Decision Heuristics
NIPS 2015
Linear decision rule as aspiration for simple decision heuristics
NIPS 2013
Skill Characterization Based on Betweenness
NIPS 2008