The Kautham Project Tutorials Logo
2025
  • Basic
  • Intermediate
  • Advanced
  • Exercises
    • Motion planning methods based on potential fields: NF1 and HF
    • Basic sampling-based motion planning methods: PRMs, RRTs
    • Improvements and extensions for sampling-based motion planning methods
    • Task planning
    • Integrating task and motion planning
    • Final work proposals
The Kautham Project Tutorials
  • Exercises and final works

Exercises and final works

  • Motion planning methods based on potential fields: NF1 and HF
    • Navigation function method NF1
      • Solution
      • The discretization step
    • Harmonic Functions method (HF)
      • Solution
      • The boundary conditions
      • The relaxation
  • Basic sampling-based motion planning methods: PRMs, RRTs
    • Qualitative evaluation of PRMs
      • The sampling source
      • The growing of the roadmap
    • Qualitative evaluation of RRTs
      • Extending the tree
      • The Goal Bias parameter
      • Bi-directional RRTs
    • Benchmarking PRMs and RRTs
  • Improvements and extensions for sampling-based motion planning methods
    • PRM with Gaussian sampling
      • The sampling source
      • Performance evaluation
    • RRT*
      • The rewiring process
      • Performance evaluation
  • Task planning
    • PDDL Basics
      • General Syntax of PDDL
      • The Domain file
      • The problem file
    • PDDL web tools
      • Fast-Downward Planning on the Web
      • The PDDL Editor
    • Exercise
      • Task Statement
      • Solution: PDDL Domain file
      • Solution: PDDL problem file
      • Proposed exercise
  • Integrating task and motion planning
    • Introduction
      • The tools
      • Install instructions
      • The demos
    • Task Planning
      • Task modelling
      • The Fast-Forward task planner package
      • EXERCISE 1
    • Motion Planning
      • The kautham_ros package
      • EXERCISE 2
    • Task And Motion Planning (TAMP)
      • TAMP Modelling
      • TAMP Manager Node
      • EXERCISE 3
    • Manipulation Planning
      • Manipulation demos
      • Visualization with RViz
      • EXERCISE 4
      • EXERCISE 5
      • Defining new actions
  • Final work proposals
    • Repository structure
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