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Automated Planning

Project course of Automated Planning, Theory and Practice at University of Trento.

This project investigates the modeling of planning problems using PDDL and HDDL, with planner execution facilitated through planutils [1] and Panda [2]. The implementation progresses from foundational classical planning to temporal planning, culminating in robotic system integration via PlanSys2 [3]. Key challenges addressed include the modeling of limited resources, multi agent coordination, and compatibility with robotic execution frameworks.

More info in the report:

Click to download report

Reproducibility

Instructions are in healthcare_scenario.

Project Structure

├── assignment.pdf
├── healthcare_scenario
│   ├── appendix
│   │   ├── requirements_comparison
│   │   ├── scalability
│   │   └── test
│   ├── problem_1
│   │   ├── Dockerfile
│   │   ├── domain.pddl
│   │   ├── imgs
│   │   ├── Makefile
│   │   ├── problem.pddl
│   │   ├── scalability1.pddl
│   │   ├── scalability2.pddl
│   │   ├── scalability3.pddl
│   │   ├── tests
│   │   └── TEST_SUITES.md
│   ├── problem_2
│   │   ├── domain.pddl
│   │   ├── imgs
│   │   ├── Makefile
│   │   ├── problem.pddl
│   │   ├── scalability1.pddl
│   │   ├── scalability2.pddl
│   │   ├── scalability3.pddl
│   │   ├── tests
│   │   └── TEST_SUITES.md
│   ├── problem_3
│   │   ├── Dockerfile
│   │   ├── domain.hddl
│   │   ├── imgs
│   │   ├── Makefile
│   │   ├── problem.hddl
│   │   ├── problem_simple.hddl
│   │   ├── scalability1.hddl
│   │   ├── scalability2.hddl
│   │   ├── scalability3.hddl
│   │   └── tests
│   ├── problem_4
│   │   ├── domain.pddl
│   │   ├── Makefile
│   │   ├── problem.pddl
│   │   ├── scalability1.pddl
│   │   ├── scalability2.pddl
│   │   ├── scalability3.pddl
│   │   ├── tests
│   │   └── TEST_SUITES.md
│   └── problem_5
│       ├── CMakeLists.txt
│       ├── dependency_repos.repos
│       ├── Dockerfile
│       ├── imgs
│       │   ├── problem_5.drawio
│       │   ├── problem_5.svg
│       │   ├── problem_done.png
│       │   └── problem_run.png
│       ├── package.xml
│       ├── pddl
│       │   └── domain.pddl
│       ├── problem
│       ├── problem_fly
│       ├── problem_simple
│       ├── src
│       └── tmux_session.sh
├── LICENSE
└── report

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Project course of Automated Planning, Theory and Practice at University of Trento.

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