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ORCIDJonas K. Falkner
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2020 – today
- 2023
[c6]Jonas K. Falkner, Lars Schmidt-Thieme:
Neural Capacitated Clustering. IJCAI 2023: 3686-3694- [i11]Jonas K. Falkner, Lars Schmidt-Thieme:
Neural Capacitated Clustering. CoRR abs/2302.05134 (2023) - [i10]Jonas K. Falkner, Lars Schmidt-Thieme
:
Too Big, so Fail? - Enabling Neural Construction Methods to Solve Large-Scale Routing Problems. CoRR abs/2309.17089 (2023) - [i9]Daniela Thyssens, Tim Dernedde, Jonas K. Falkner, Lars Schmidt-Thieme:
Routing Arena: A Benchmark Suite for Neural Routing Solvers. CoRR abs/2310.04140 (2023) - 2022
- [c5]Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme:
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning. KI 2022: 160-172 - [c4]Jonas K. Falkner, Daniela Thyssens, Ahmad Bdeir, Lars Schmidt-Thieme:
Learning to Control Local Search for Combinatorial Optimization. ECML/PKDD (5) 2022: 361-376 - [c3]Ahmad Bdeir, Jonas K. Falkner, Lars Schmidt-Thieme:
Attention, Filling in the Gaps for Generalization in Routing Problems. ECML/PKDD (6) 2022: 505-520 - [i8]Daniela Thyssens, Jonas K. Falkner, Lars Schmidt-Thieme:
Supervised Permutation Invariant Networks for Solving the CVRP with Bounded Fleet Size. CoRR abs/2201.01529 (2022) - [i7]Jonas K. Falkner, Daniela Thyssens, Lars Schmidt-Thieme:
Large Neighborhood Search based on Neural Construction Heuristics. CoRR abs/2205.00772 (2022) - [i6]Jonas K. Falkner, Daniela Thyssens, Ahmad Bdeir, Lars Schmidt-Thieme:
Learning to Control Local Search for Combinatorial Optimization. CoRR abs/2206.13181 (2022) - [i5]Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme:
Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning. CoRR abs/2207.01443 (2022) - [i4]Ahmad Bdeir, Jonas K. Falkner, Lars Schmidt-Thieme:
Attention, Filling in The Gaps for Generalization in Routing Problems. CoRR abs/2207.07212 (2022) - 2021
- [c2]Ahmad Bdeir, Simon Boeder, Tim Dernedde, Kirill Tkachuk, Jonas K. Falkner, Lars Schmidt-Thieme:
RP-DQN: An Application of Q-Learning to Vehicle Routing Problems. KI 2021: 3-16 - [i3]Ahmad Bdeir, Simon Boeder, Tim Dernedde, Kirill Tkachuk, Jonas K. Falkner, Lars Schmidt-Thieme:
RP-DQN: An application of Q-Learning to Vehicle Routing Problems. CoRR abs/2104.12226 (2021) - [i2]Hadi S. Jomaa, Jonas K. Falkner, Lars Schmidt-Thieme:
Improving Hyperparameter Optimization by Planning Ahead. CoRR abs/2110.08028 (2021) - 2020
- [c1]Riccardo Lucato, Jonas K. Falkner, Lars Schmidt-Thieme:
An efficient evolutionary solution to the joint order batching - order picking planning problem. GECCO Companion 2020: 103-104 - [i1]Jonas K. Falkner, Lars Schmidt-Thieme:
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention. CoRR abs/2006.09100 (2020)
Coauthor Index
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