Nysret Musliu
8 papers · 2015–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Core AI
(2)
Foundations
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Methods Β· Data Science & Analytics
(1)
Methods Β· Reinforcement Learning
(1)
Reasoning
(1)
Keywords
combinatorial optimization
(3)
answer set programming
(2)
constraint solving
(2)
reinforcement learning
(2)
integer programming
(1)
optimization algorithm
(1)
np-hard problem
(1)
project scheduling
(1)
set partitioning
(1)
integer arithmetic
(1)
satisfiability modulo theories
(1)
global constraint
(1)
heuristic selection
(1)
resource constrained shortest path
(1)
cross-domain optimization
(1)
constraint logic programming
(1)
propagation algorithm
(1)
workforce scheduling
(1)
personnel rostering
(1)
iterated local search
(1)
Papers
Large-State Reinforcement Learning for Hyper-Heuristics
AAAI 2023
Large-Neighbourhood Search for Optimisation in Answer-Set Solving
AAAI 2022
Reinforcement Learning for Cross-Domain Hyper-Heuristics
IJCAI 2022
Branch and Price for Bus Driver Scheduling with Complex Break Constraints
AAAI 2021
Constraint Logic Programming for Real-World Test Laboratory Scheduling
AAAI 2021
Explaining Propagators for String Edit Distance Constraints
AAAI 2020
Personnel Scheduling as Satisfiability Modulo Theories
IJCAI 2017
Improving the Efficiency of Dynamic Programming on Tree Decompositions via Machine Learning
IJCAI 2015