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docs/modules/5_path_planning/time_based_grid_search/time_based_grid_search_main.rst

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@@ -25,39 +25,37 @@ https://www.cs.cmu.edu/~maxim/files/sipp_icra11.pdf
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It is faster than space-time A* because it pre-computes the intervals of time that are unoccupied in each cell. This allows it to reduce the number of successor node it generates by avoiding nodes within the same interval.
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Comparison with Space-time A*:
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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**Comparison with Space-time A*:**
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Arrangement 1 starting at (1, 18)
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**SafeInterval planner**::
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SafeInterval planner::
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Found path to goal after 322 expansions
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Planning took: 0.00730 seconds
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**SpaceTimeAStar**::
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SpaceTimeAStar::
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Found path to goal after 2717154 expansions
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Planning took: 20.51330 seconds
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Benchmarks:
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~~~~~~~~~~~~
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**Benchmarking the Safe Interval Path Planner:**
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**250 random obstacles**::
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250 random obstacles::
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Found path to goal after 764 expansions
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Planning took: 0.60596 seconds
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.. image:: https://raw.githubusercontent.com/AtsushiSakai/PythonRoboticsGifs/refs/heads/master/PathPlanning/TimeBasedPathPlanning/SafeIntervalPathPlanner/path_animation.gif
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**Arrangement 1 starting at (1, 18)**::
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Arrangement 1 starting at (1, 18)::
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Found path to goal after 322 expansions
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Planning took: 0.00730 seconds
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.. image:: https://raw.githubusercontent.com/AtsushiSakai/PythonRoboticsGifs/refs/heads/master/PathPlanning/TimeBasedPathPlanning/SafeIntervalPathPlanner/path_animation2.gif
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References:
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References
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~~~~~~~~~~~
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- `Cooperative Pathfinding <https://www.davidsilver.uk/wp-content/uploads/2020/03/coop-path-AIWisdom.pdf>`__

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