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Artificial Intelligence fundamentals - 2017

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  6. Your turn - Session IV

Your turn - Session IV

Completion requirements
Opened: Wednesday, 22 November 2017, 12:00 AM

Upload your proposal (one line) and your contribution (slides of a presentation, code, written report ...)  about the issues involved in Planning.

Possible tasks I have proposed are:

  1. Solve a new planning problem with SATplan: for example “Monkey and bananas”, or the “Shakey world” (see descriptions at the end of AIMA Chapter 10).
  2. Solve a new planning problem with a regression planner such as STRIPS.
  3. An example of a system that makes use of effective heuristics is FF, or FastForward (Hoffmann, 2005). Discuss.
  4. Discuss heuristics that you find in the literature.
  5. Describe some of the winning algorithms for planning from planning competitions
  6. Implement/run Partial order planning algorithms
  7. Compute the planning graph for a new problem and discuss the execution of GraphPlan.
  8. Planning with resource constraints.  You may look at some popular planners such as SAPA (Do and Kambhampati, 2001), T4 (Haslum and Geffner, 2001).
  9. HTN planning. Discuss approaches.
  10. O-PLAN (Bell and Tate, 1985), combines HTN planning with scheduling. Presentation.
  11. Reusing plans: Explanation based learning or Case based planning
  12. Non deterministic planning approaches.
  13. Multi-agent planning approaches.

I am open to other proposals, provided they are relevant to the topics discussed in class.

◄ Planning in the real world
Rule based systems: SLD resolution ►

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          • General

          • Introduction

          • I - Constraint Satisfaction

          • II - Knowledge representation and reasoning

          • III - Reasoning under uncertainty

          • IV - Planning

            • FileClassical planning; definition

            • FileClassical planning: heuristics and algorithms

            • FilePlanning in the real world

            • AssignmentYour turn - Session IV

          • V - Rule based systems

          • Bibliography

      • Corso di Laurea in Informatica (L-31)

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