Ozgur Simsek
10 papers · 2008–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (29) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
🧭
Keyword Pioneer
🗃️
Keyword Collector
(59)
🌈
Renaissance Researcher
(5)
💎
Century Club · Bronze
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(8)
Core AI
(8)
Optimization & Theory
(7)
Core Methods
(5)
Reinforcement Learning
(4)
Methods
(3)
Interdisciplinary
(2)
Mathematics & Optimization
(2)
Cognitive Science
(2)
Learning Types
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Mathematics
(1)
Optimization
(1)
Keywords
decision heuristics
(2)
reinforcement learning
(2)
hierarchical reinforcement learning
(2)
learning theory
(1)
game theory
(1)
cognitive modeling
(1)
robustness
(1)
graph theory
(1)
causal discovery
(1)
sample complexity
(1)
incremental learning
(1)
task generalization
(1)
graph representation
(1)
theoretical analysis
(1)
multinomial logistic regression
(1)
hierarchical learning
(1)
graph centrality
(1)
skill discovery
(1)
betweenness centrality
(1)
deep reinforcement learning
(1)
Papers
Causal Discovery in Action: Learning Chain-Reaction Mechanisms from Interventions
CLeaR 2026
Accelerating Task Generalisation with Multi-Level Skill Hierarchies
ICLR 2025
Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption
ICML 2025
Creating Multi-Level Skill Hierarchies in Reinforcement Learning
NeurIPS 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 Tetris—And Perhaps in Other Sequential Decision Problems, As Well
ICML 2016
Learning From Small Samples: An Analysis of Simple Decision Heuristics
NeurIPS 2015
Linear decision rule as aspiration for simple decision heuristics
NeurIPS 2013
Skill Characterization Based on Betweenness
NeurIPS 2008