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Papers in AI-based Problem Solving and Planning 22

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From Next Token Prediction to (STRIPS) World Models
2026 conference-paper Computer Science AI-based Problem Solving and Planning Open access

Carlos Núñez-Molina, Vicenç Gómez, Héctor Geffner

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citations
Automated planning instance generation with neuro-symbolic AI
2026 Artificial Intelligence article Computer Science AI-based Problem Solving and Planning Open access

Carlos Núñez-Molina, Pablo Mesejo, Juan Fernández-Olivares

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citations
Satisficing and Optimal Generalised Planning via Goal Regression
2026 Underline Science Inc. other Computer Science AI-based Problem Solving and Planning Open access

Association for Artificial Intelligence 2026, Dillon Chen, Till Hofmann, Toryn Q. Klassen, Sheila A. McIlraith

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citations
1420 - Satisficing and Optimal Generalised Planning via Goal Regression
2026 Underline Science Inc. other Computer Science AI-based Problem Solving and Planning Open access

Association for Artificial Intelligence 2026, Dillon Chen, Till Hofmann, Toryn Q. Klassen, Sheila A. McIlraith

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citations
Making Robots Play by the Rules: The ROS 2 CLIPS-Executive
2026 International Conference on Agents and Artificial Intelligence (ICAART) conference-paper Computer Science AI-based Problem Solving and Planning

Tarik Viehmann, Daniel Swoboda, Samridhi Kalra, Himanshu Grover, Gerhard Lakemeyer

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citations
Satisficing and Optimal Generalised Planning via Goal Regression
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science AI-based Problem Solving and Planning Open access

Dillon Z. Chen, Till Hofmann, Toryn Q. Klassen, Sheila A. McIlraith

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citations
LLM-Driven Heuristic Synthesis for Industrial Process Control: Lessons from Hot Steel Rolling
2026 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Nima Hamidi Siboni, Seyedreza Kiamousavi, Emad Scharifi

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citations
SYNTH+ implementation used for the experiments
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Jonas Gösgens, Niklas Jansen

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citations
SYNTH+ implementation used for the experiments
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Jonas Gösgens, Niklas Jansen

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citations
Novelty-based Tree-of-Thought Search for LLM Reasoning and Planning
2026 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Leon Hamm, Zlatan Ajanović

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citations
Differentiable Learning of Lifted Action Schemas for Classical Planning
2026 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Jonas Reiter, Jakob Elias Gebler, Hector Geffner

0

citations
Efficient Lookahead Encoding and Abstracted Width for Learning General Policies in Classical Planning
2026 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Michael Aichmüller, Simon Ståhlberg, Martin Funkquist, Hector Geffner

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citations
Learning Lifted Action Models from Traces with Minimal Information About Actions and States
2026 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Jonas Gösgens, Niklas Jansen, Hector Geffner

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citations
Learning Lifted Action Models from Traces with Minimal Information About Actions and States
2026 arXiv (Cornell University) preprint Computer Science AI-based Problem Solving and Planning Open access

Jonas Gösgens, Niklas Jansen, Hector Geffner

0

citations
Code and experiment data of the SoCS 2026 paper "Parallelizing Classical Planning: Critical Path Heuristics on the GPU"
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Markus Fritzsche, David Speck, Daniel Gnad, Simon Ståhlberg

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citations
Code and experiment data of the SoCS 2026 paper "Parallelizing Classical Planning: Critical Path Heuristics on the GPU"
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Markus Fritzsche, David Speck, Daniel Gnad, Simon Ståhlberg

0

citations
Learning Lifted Action Models from Traces with Minimal Information About Actions and States
2026 conference-paper Computer Science AI-based Problem Solving and Planning Open access

Jonas Gösgens, Niklas Jansen, Hector Geffner

0

citations
Parallelizing Classical Planning: Critical Path Heuristics on the GPU
2026 Proceedings of the International Symposium on Combinatorial Search conference-paper Computer Science AI-based Problem Solving and Planning Open access

Markus Fritzsche, David Speck, Daniel Gnad, Simon Ståhlberg

0

citations
INCOST - Intelligent Construction Site Task Scheduler
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Pranav Shevkar, Görkem Can Ertemli, Sigrid Brell‐Çokcan

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citations
INCOST - Intelligent Construction Site Task Scheduler
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science AI-based Problem Solving and Planning Open access

Pranav Shevkar, Görkem Can Ertemli, Sigrid Brell‐Çokcan

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citations
From Knowledge Bases to Cognitive Robotics
2026 Künstliche Intell. article Computer Science AI-based Problem Solving and Planning

Gerhard Lakemeyer, Lars Kunze

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citations
Localizing Hallucinations in LLM-Based Robot Action Traces
2026 IFIP advances in information and communication technology conference-paper Computer Science AI-based Problem Solving and Planning

Anna Geliev, Jonas S. I. Rieder, Doris Aschenbrenner, Thomas Gries

0

citations

22 results