Jonas K. Falkner

17 papers A* 1Misc 2Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2023 A* conf
Neural Capacitated Clustering.
IJCAI
Jonas K. Falkner, Lars Schmidt-Thieme
2023 J jnl
Neural Capacitated Clustering.
CoRR
Jonas K. Falkner, Lars Schmidt-Thieme
2023 J jnl
Routing Arena: A Benchmark Suite for Neural Routing Solvers.
CoRR
Daniela Thyssens, Tim Dernedde, Jonas K. Falkner, Lars Schmidt-Thieme
2023 J jnl
Too Big, so Fail? - Enabling Neural Construction Methods to Solve Large-Scale Routing Problems.
CoRR
Jonas K. Falkner, Lars Schmidt-Thieme
2022 J jnl
Attention, Filling in The Gaps for Generalization in Routing Problems.
CoRR
Ahmad Bdeir, Jonas K. Falkner, Lars Schmidt-Thieme
2022 — conf
Attention, Filling in the Gaps for Generalization in Routing Problems.
ECML/PKDD (6)
Ahmad Bdeir, Jonas K. Falkner, Lars Schmidt-Thieme
2022 J jnl
Large Neighborhood Search based on Neural Construction Heuristics.
CoRR
Jonas K. Falkner, Daniela Thyssens, Lars Schmidt-Thieme
2022 — conf
Learning to Control Local Search for Combinatorial Optimization.
ECML/PKDD (5)
Jonas K. Falkner, Daniela Thyssens, Ahmad Bdeir, Lars Schmidt-Thieme
2022 J jnl
Learning to Control Local Search for Combinatorial Optimization.
CoRR
Jonas K. Falkner, Daniela Thyssens, Ahmad Bdeir, Lars Schmidt-Thieme
2022 Misc conf
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning.
KI
Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme
2022 J jnl
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning.
CoRR
Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme
2022 J jnl
Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size.
CoRR
Daniela Thyssens, Jonas K. Falkner, Lars Schmidt-Thieme
2021 J jnl
Improving Hyperparameter Optimization by Planning Ahead.
CoRR
Hadi S. Jomaa, Jonas K. Falkner, Lars Schmidt-Thieme
2021 Misc conf
RP-DQN: An Application of Q-Learning to Vehicle Routing Problems.
KI
Ahmad Bdeir, Simon Boeder, Tim Dernedde, Kirill Tkachuk, Jonas K. Falkner, Lars Schmidt-Thieme
2021 J jnl
RP-DQN: An application of Q-Learning to Vehicle Routing Problems.
CoRR
Ahmad Bdeir, Simon Boeder, Tim Dernedde, Kirill Tkachuk, Jonas K. Falkner, Lars Schmidt-Thieme
2020 — conf
An efficient evolutionary solution to the joint order batching - order picking planning problem.
GECCO Companion
Riccardo Lucato, Jonas K. Falkner, Lars Schmidt-Thieme
2020 J jnl
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention.
CoRR
Jonas K. Falkner, Lars Schmidt-Thieme