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A domain specific planner for the blocks world domain written for learning purposes.

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BWPlanner is a domain specific planner for the blocks world domain written for learning purposes.

It consists of a bounded suboptimal solver and an A* solver with a domain specific heuristic. Both can be combined in a simple form of anytime search.

It does not implement a full PDDL parser. Problems must adhere to this domain definition published by the [plg] research group.

Dependencies

BWPlanner requires Python version 3.8 or later.

Running the planner

Find an optimal plan for the given problem:

./bwplanner.py -o problems/pfile10.pddl

Find a valid plan for the given problem:

./bwplanner.py -n problems/pfile30.pddl

Find a valid plan for the given problem and then try to find an optimal plan until the program is interrupted:

./bwplanner.py -n -o problems/pfile16.pddl

Screenshot

screenshot

Copyright

Copyright (C) 2021 Ramon Novoa [email protected]

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.

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A domain specific planner for the blocks world domain written for learning purposes.

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