Jendrik Seipp
9 papers · 2016–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Learning Types
(3)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Foundations
(1)
Learning Paradigms
(1)
Reasoning
(1)
Keywords
heuristic search
(3)
classical planning
(3)
automated planning
(2)
interpretable machine learning
(1)
first-order logic
(1)
graph convolutional network
(1)
pattern database
(1)
description logic
(1)
greedy best-first search
(1)
optimal planning
(1)
heuristic learning
(1)
explainable model
(1)
planner selection
(1)
planning domain
(1)
self-supervised classification
(1)
unsolvability detection
(1)
abstraction heuristic
(1)
conditional effect
(1)
cartesian abstraction
(1)
heuristic prediction
(1)
Papers
Symmetry-Aware Transformer Training for Automated Planning
AAAI 2026
Abstraction Heuristics for Classical Planning Tasks with Conditional Effects
IJCAI 2025
Explainable Planner Selection for Classical Planning
AAAI 2022
Learning and Exploiting Progress States in Greedy Best-First Search
IJCAI 2022
Learning Generalized Unsolvability Heuristics for Classical Planning
IJCAI 2021
Saturated Post-hoc Optimization for Classical Planning
AAAI 2021
Pattern Selection for Optimal Classical Planning with Saturated Cost Partitioning
IJCAI 2019
Correlation Complexity of Classical Planning Domains
IJCAI 2016
State-Dependent Cost Partitionings for Cartesian Abstractions in Classical Planning
IJCAI 2016