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Incremental STRIPS Planning Encodings

This suite of incremental STRIPS planning encodings implements diverse methods. The included encoding files provide the following functionalities:

Encodings

incmode.lp: include built-in “iclingo“ script for incremental grounding and solving

preprocess.lp: static analysis of potentially relevant actions

  • Parameter: _closure (default value: 3)
    • Value 1: forward chaining of effects w.r.t. initial variable values
    • Value 2: backward regression of effects w.r.t. goal variable values
    • Value 3: both forward chaining and backward regression of effects
    • Otherwise: off (simply take all actions as given)

strips-incremental.lp: sequential and parallel planning encoding variants

  • Parameter: _parallel (default value: 0)
    • Value 1: “forall” parallel actions that can be arranged in any sequence
    • Value 2: “exists” parallel actions that can be arranged in some sequence
    • Value 3: “exists“ parallel actions omitting achievement of preconditions
    • Value 4: “exists“ parallel actions like 3 implemented by acyclicity
    • Otherwise: sequential actions
  • Parameter: planner_on (default value: 0)
    • Value 0: no compatibility to ASP-based planner (no idle steps permitted)
    • Otherwise: compatibility to ASP-based planner (idle steps permitted)

redundancy.lp: enforcement of ‘redundant’ actions to constrain parallel plans

  • Remarks:
    • Only relevant together with parallel actions not implemented by acyclicity
    • Encoded constraints seem rather ineffective though
    • Heavy space overhead in combination with “exists” parallel actions

postprocess.lp: plan feasibility checking and conversion to sequential plan

Usage Examples

Some example invocations (using clingo 5.1.0) are as follows:

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _closure=0

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _closure=1

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _closure=2

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _parallel=1

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _parallel=2

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _parallel=3

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _parallel=4

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _parallel=1 redundancy.lp

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _parallel=2 redundancy.lp

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp -c _parallel=3 redundancy.lp

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp --outf=1 | grep -A1 -e "ANSWER" | tail -n1 | clingo - postprocess.lp <(plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl)

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp --outf=1 -c _parallel=1 | grep -A1 -e "ANSWER" | tail -n1 | clingo - postprocess.lp <(plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl)

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp --outf=1 -c _parallel=2 | grep -A1 -e "ANSWER" | tail -n1 | clingo - postprocess.lp <(plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl)

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp --outf=1 -c _parallel=3 | grep -A1 -e "ANSWER" | tail -n1 | clingo - postprocess.lp <(plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl)

plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl | clingo - incmode.lp preprocess.lp strips-incremental.lp --outf=1 -c _parallel=4 | grep -A1 -e "ANSWER" | tail -n1 | clingo - postprocess.lp <(plasp ../../instances/PDDL/ipc-2000-elevator-m10-strips/domain.pddl ../../instances/PDDL/ipc-2000-elevator-m10-strips/problem-04-00.pddl)