Malte Helmert

Malte Helmert

Universität Basel

H-index: 47

Europe-Switzerland

About Malte Helmert

Malte Helmert, With an exceptional h-index of 47 and a recent h-index of 31 (since 2020), a distinguished researcher at Universität Basel, specializes in the field of automated planning, heuristic search.

His recent articles reflect a diverse array of research interests and contributions to the field:

Novelty vs. Potential Heuristics: A Comparison of Hardness Measures for Satisficing Planning

Formal Representations of Classical Planning Domains

Planning with Object Creation

On the Computational Complexity of Plan Verification,(Bounded) Plan-Optimality Verification, and Bounded Plan Existence

Landmark progression in heuristic search

Planning over integers: Compilations and undecidability

Computing domain abstractions for optimal classical planning with counterexample-guided abstraction refinement

Grounding planning tasks using tree decompositions and iterated solving

Malte Helmert Information

University

Position

Professor of Computer Science

Citations(all)

9877

Citations(since 2020)

3588

Cited By

7718

hIndex(all)

47

hIndex(since 2020)

31

i10Index(all)

103

i10Index(since 2020)

71

Email

University Profile Page

Google Scholar

Malte Helmert Skills & Research Interests

automated planning

heuristic search

Top articles of Malte Helmert

Novelty vs. Potential Heuristics: A Comparison of Hardness Measures for Satisficing Planning

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Malte Helmert
Malte Helmert

H-Index: 31

Formal Representations of Classical Planning Domains

2024

Gabriele Röger
Gabriele Röger

H-Index: 13

Malte Helmert
Malte Helmert

H-Index: 31

Planning with Object Creation

2024

Giuseppe De Giacomo
Giuseppe De Giacomo

H-Index: 33

Malte Helmert
Malte Helmert

H-Index: 31

On the Computational Complexity of Plan Verification,(Bounded) Plan-Optimality Verification, and Bounded Plan Existence

Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI 2024)

2024

Malte Helmert
Malte Helmert

H-Index: 31

Pascal Bercher
Pascal Bercher

H-Index: 19

Landmark progression in heuristic search

Proceedings of the International Conference on Automated Planning and Scheduling

2023/7/1

Planning over integers: Compilations and undecidability

Proceedings of the International Conference on Automated Planning and Scheduling

2023/7/1

Computing domain abstractions for optimal classical planning with counterexample-guided abstraction refinement

Proceedings of the International Conference on Automated Planning and Scheduling

2023/7/1

Silvan Sievers
Silvan Sievers

H-Index: 11

Malte Helmert
Malte Helmert

H-Index: 31

Grounding planning tasks using tree decompositions and iterated solving

Proceedings of the International Conference on Automated Planning and Scheduling

2023

On Producing Shortest Cost-Optimal Plans

Proceedings of the International Symposium on Combinatorial Search

2022/7/17

Gabriele Röger
Gabriele Röger

H-Index: 13

Malte Helmert
Malte Helmert

H-Index: 31

The FF heuristic for lifted classical planning

2022

Florian Pommerening
Florian Pommerening

H-Index: 11

Malte Helmert
Malte Helmert

H-Index: 31

Detecting unsolvability based on separating functions

2022

Neural network heuristic functions for classical planning: Bootstrapping and comparison to other methods

Proceedings of the International Conference on Automated Planning and Scheduling

2022/6/13

On the Complexity of Heuristic Synthesis for Satisficing Classical Planning: Potential Heuristics and Beyond

Proceedings of the International Conference on Automated Planning and Scheduling

2022/6/13

A Comparison of Abstraction Heuristics for Rubik's Cube

2022/4/11

Merge-and-shrink: A compositional theory of transformations of factored transition systems

Journal of Artificial Intelligence Research

2021/8/12

Silvan Sievers
Silvan Sievers

H-Index: 11

Malte Helmert
Malte Helmert

H-Index: 31

Saturated post-hoc optimization for classical planning

Proceedings of the AAAI Conference on Artificial Intelligence

2021/5/18

Exploiting Cyclic Dependencies in Landmark Heuristics

Proceedings of the International Conference on Automated Planning and Scheduling

2021/5/17

Thomas Keller
Thomas Keller

H-Index: 30

Malte Helmert
Malte Helmert

H-Index: 31

Dantzig-Wolfe decomposition for cost partitioning

Proceedings of the International Conference on Automated Planning and Scheduling

2021/5/17

Delete-relaxation heuristics for lifted classical planning

2021/5/17

Florian Pommerening
Florian Pommerening

H-Index: 11

Malte Helmert
Malte Helmert

H-Index: 31

Lagrangian decomposition for classical planning

2020

See List of Professors in Malte Helmert University(Universität Basel)

Co-Authors

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