André Hottung
4 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Venues
Top co-authors
Research topics
Keywords
combinatorial optimization
(3)
reinforcement learning
(2)
beam search
(2)
active search
(2)
solution strategies
(1)
neural combinatorial optimization
(1)
variational autoencoder
(1)
latent space
(1)
heuristic search
(1)
differential evolution
(1)
neural network
(1)
simulation rollout
(1)
routing problem
(1)
capacitated vehicle routing problem
(1)
decoders
(1)
handcrafted rules
(1)
exploration
(1)
Papers
PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization
ICLR 2025
Efficient Active Search for Combinatorial Optimization Problems
ICLR 2022
Simulation-guided Beam Search for Neural Combinatorial Optimization
NeurIPS 2022
Learning a Latent Search Space for Routing Problems using Variational Autoencoders
ICLR 2021