Patrick Ferber
5 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Core Methods
(4)
Deep Learning
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Reasoning
(1)
Techniques
(1)
Keywords
automated planning
(3)
planner selection
(3)
classical planning
(2)
heuristic search
(2)
greedy best-first search
(2)
cost-optimal planning
(2)
image classification
(2)
ranking function
(1)
convolutional neural network
(1)
neural network regression
(1)
planning task
(1)
graph convolutional network
(1)
description logic
(1)
heuristic learning
(1)
explainable model
(1)
graph neural network
(1)
multi-agent system
(1)
adaptive scheduling
(1)
portfolio-based planner selection
(1)
portfolio planner
(1)
Papers
Guiding GBFS through Learned Pairwise Rankings
IJCAI 2024
Explainable Planner Selection for Classical Planning
AAAI 2022
Learning and Exploiting Progress States in Greedy Best-First Search
IJCAI 2022
Online Planner Selection with Graph Neural Networks and Adaptive Scheduling
AAAI 2020
Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection
AAAI 2019