Ufuk Topcu
50 papers
· 2012–2025
· 11 conferences
· across top CS/AI conferences
Achievements
π
Academic Marathon
(13)
π
Renaissance Researcher
(5)
π
Cross-Pollinator
(9)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(11)
πΊοΈ
Taxonomy Completionist
(18)
π¬
Deep Specialist
(11)
π§¬
Topic Evolution
π
Grand Slam
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(201)
π
Trend Setter
π
Century Club
(50)
π₯
Unstoppable
(10)
β‘
Prolific Year
(9)
Conferences
AAAI (10)
IJCAI (10)
UAI (5)
ICML (4)
L4DC (4)
NIPS (4)
RSS (4)
ICLR (3)
AISTATS (2)
CORL (2)
JMLR (2)
Top co-authors
Research topics
Keywords
temporal logic
(10)
markov decision process
(8)
reinforcement learning
(6)
dynamical system
(4)
policy learning
(4)
partially observable markov decision process
(4)
model-based reinforcement learning
(3)
neural ordinary differential equation
(3)
formal verification
(3)
sample complexity
(3)
model predictive control
(3)
physics-informed neural network
(2)
sequential decision
(2)
recurrent neural network
(2)
safe reinforcement learning
(2)
optimal control
(2)
policy optimization
(2)
sequential decision making
(2)
non-convex optimization
(2)
convex optimization
(2)