Planning for hybrid systems via satisfiability modulo theories

M Cashmore, D Magazzeni, P Zehtabi - Journal of Artificial Intelligence …, 2020 - jair.org
Planning for hybrid systems is important for dealing with real-world applications, and PDDL+
supports this representation of domains with mixed discrete and continuous dynamics. In …

FAPE: a constraint-based planner for generative and hierarchical temporal planning

A Bit-Monnot, M Ghallab, F Ingrand… - arXiv preprint arXiv …, 2020 - arxiv.org
Temporal planning offers numerous advantages when based on an expressive
representation. Timelines have been known to provide the required expressiveness but at …

Planning, execution, and adaptation for multi-robot systems using probabilistic and temporal planning

Y Carreno, JHA Ng, Y Petillot… - … Agents and Multiagent …, 2022 - researchportal.hw.ac.uk
Planning for multi-robot coordination during long horizon missions in complex environments
need to consider resources, temporal constraints, and uncertainty. This could be …

Temporal planning with intermediate conditions and effects

A Valentini, A Micheli, A Cimatti - Proceedings of the AAAI Conference on …, 2020 - aaai.org
Automated temporal planning is the technology of choice when controlling systems that can
execute more actions in parallel and when temporal constraints, such as deadlines, are …

A hybrid approach for expressive numeric and temporal planning with control parameters

O Sapena, E Onaindia, E Marzal - Expert Systems with Applications, 2024 - Elsevier
Since the release of PDDL 2.1, many planners accepted the challenge of addressing more
complicated domains and problems, including both temporal and numeric features for …

Hybrid mission planning with coalition formation

A Dukeman, JA Adams - Autonomous Agents and Multi-Agent Systems, 2017 - Springer
The increase in robotic capabilities and the number of such systems being used has
resulted in opportunities for robots to work alongside humans in an increasing number of …

Formal Semantics and Formally Verified Validation for Temporal Planning

M Abdulaziz, L Koller - Proceedings of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
We present a simple and concise semantics for temporal planning. Our semantics are
developed and formalised in the logic of the interactive theorem prover Isabelle/HOL. We …

Evaluating action-based temporal planners performance in the robocup logistics league

M De Bortoli, G Steinbauer-Wagner - Robot World Cup, 2022 - Springer
Due to increased demands related to flexible product configurations, frequent order
changes, and tight delivery windows, there is a need for flexible production using AI …

Planning and SAT

J Rintanen - Handbook of Satisfiability, 2021 - ebooks.iospress.nl
The planning problem in Artificial Intelligence was the first application of SAT to reasoning
about transition systems and a direct precursor to the use of SAT in a number of other …

Extending classical planning with state constraints: Heuristics and search for optimal planning

P Haslum, F Ivankovic, M Ramirez, D Gordon… - Journal of Artificial …, 2018 - jair.org
We present a principled way of extending a classical AI planning formalism with systems of
state constraints, which relate-sometimes determine-the values of variables in each state …