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ModPlan – Moderne Handlungsplanung (Modern Action Planning). PD Dr. Stefan Edelkamp Shahid Jabbar ( ich ) Tilman Mehler. Planning Task. Given: An initial state I . Set of actions that transform a state into another state. A goal state G . Task:
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ModPlan – Moderne Handlungsplanung(Modern Action Planning) PD Dr. Stefan Edelkamp Shahid Jabbar (ich) Tilman Mehler ModPlan
Planning Task • Given: • An initial state I. • Set of actions that transform a state into another state. • A goal state G. • Task: • Find a sequence (possibly shortest) of actions that can transform the initial state to the goal state. ModPlan
A Typical Planner Domain Description Problem Pre-processing Planner Search Heuristics Plan ModPlan
Types of Problems • Basic • I am at home and I want to go for grocerry shopping using public transport. • Mertic • I do not have much money but I need to buy the grocerry for the whole week. • Temporal • Today is Saturday, shops are going to be closed at 18:00. • Non-deterministic (She loves me, she loves me not) • What if my girl friend calls just before I have to leave for shopping. • Probabilistic • Borussia Dortmund vs. Bayern München in Westfallen Stadium – might be some traffic jams. ModPlan
Typical Approaches • Local search • Constraint satisfaction • Linear programming • Satisfiability problem • Evolutionary algorithms • Scheduling problem ModPlan
International Planning Competition • The biggest event in the Planning community. • Planners are compared for their performance on test data sets. • Planner MIPS (Edelkamp) was awarded the ‘Distinguished Performance’ award in 2000 and 2002 competitions. ModPlan
PG Task • Implement the existing state-of-the-art planning algorithms and your own ideas. • Compare your results with the past results from the International Planning Competition. • Hopefully, participate in the next International Planning Competition. ModPlan
Extras • What if your state space does not fit into the main memory ? • External memory searching algorithms • What if I want to see the searched plan in a more user-friendly way. • Visualization of Plan. • Existing Client-server architecture – VEGA (Visualization of Efficient Geometric Algorithms) ModPlan
Frequently Asked Question • Is the PG in English or Deutsch ? • Sie ist auf Deutsch. ModPlan