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Add D* Lite. (#511)
* Add D* Lite. * Add test. Minor changes * Modified based on LGTM report * Fix linter errors * Fixes and lint. * Update README.md Made requested changes Add transform between world and grid coordinates to allow negative wold coordinates Modify to allow diagonal motion * Added display of previous and new computed path
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README.md
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README.md
@@ -38,6 +38,7 @@ Python codes for robotics algorithm.
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* [Dijkstra algorithm](#dijkstra-algorithm)
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* [A* algorithm](#a-algorithm)
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* [D* algorithm](#d-algorithm)
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* [D* Lite algorithm](#dstarlite-algorithm)
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* [Potential Field algorithm](#potential-field-algorithm)
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* [Grid based coverage path planning](#grid-based-coverage-path-planning)
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* [State Lattice Planning](#state-lattice-planning)
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@@ -314,6 +315,18 @@ Ref:
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- [D* Algorithm Wikipedia](https://en.wikipedia.org/wiki/D*)
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### D\* Lite algorithm
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This algorithm finds the shortest path between two points while rerouting when obstacles are discovered. It has been implemented here for a 2D grid.
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The animation shows a robot finding its path and rerouting to avoid obstacles as they are discovered using the D* Lite search algorithm.
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Refs:
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- [D* Lite](http://idm-lab.org/bib/abstracts/papers/aaai02b.pd)
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- [Improved Fast Replanning for Robot Navigation in Unknown Terrain](http://www.cs.cmu.edu/~maxim/files/dlite_icra02.pdf)
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### Potential Field algorithm
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