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README.md

Directory Structure

.
└── Search-based Planning
    ├── Breadth-First Searching (BFS)
    ├── Depth-First Searching (DFS)
    ├── Best-First Searching
    ├── Dijkstra's
    ├── A*
    ├── Bidirectional A*
    ├── Anytime Repairing A*
    ├── Learning Real-time A* (LRTA*)
    ├── Real-time Adaptive A* (RTAA*)
    ├── Lifelong Planning A* (LPA*)
    ├── Dynamic A* (D*)
    ├── D* Lite
    ├── Anytime D*
    └── Potential Field
└── Sampling-based Planning
    ├── RRT
    ├── RRT-Connect
    ├── Extended-RRT
    ├── Dynamic-RRT
    ├── RRT*
    ├── Informed RRT*
    ├── RRT* Smart
    ├── Anytime RRT*
    ├── Closed-Loop RRT*
    ├── Spline-RRT*
    ├── LQR-RRT*
    ├── Fast Marching Trees (FMT*)
    └── Batch Informed Trees (BIT*)

Animations - Search-Based

Best-First & Dijkstra

dfs
dijkstra

A* and A* Variants

astar
biastar
repeatedastar
arastar
lrtastar
rtaastar
lpastar
dstarlite
lpastar
dstarlite

Animation - Sampling-Based

RRT & Variants

value iteration
value iteration
value iteration
value iteration
value iteration
value iteration

Papers

Search-base Planning

Sampling-based Planning

  • RRT: Rapidly-Exploring Random Trees: A New Tool for Path Planning
  • RRT-Connect: RRT-Connect: An Efficient Approach to Single-Query Path Planning
  • Extended-RRT: Real-Time Randomized Path Planning for Robot Navigation
  • Dynamic-RRT: Replanning with RRTs
  • RRT*: Sampling-based algorithms for optimal motion planning
  • Anytime-RRT*: Anytime Motion Planning using the RRT*
  • Closed-loop RRT* (CL-RRT*): Real-time Motion Planning with Applications to Autonomous Urban Driving
  • Spline-RRT*: Optimal path planning based on spline-RRT* for fixed-wing UAVs operating in three-dimensional environments
  • LQR-RRT*: Optimal Sampling-Based Motion Planning with Automatically Derived Extension Heuristics
  • RRT#: Use of Relaxation Methods in Sampling-Based Algorithms for Optimal Motion Planning
  • RRT*-Smart: Rapid convergence implementation of RRT* towards optimal solution
  • Informed RRT*: Optimal Sampling-based Path Planning Focused via Direct Sampling of an Admissible Ellipsoidal Heuristic
  • Fast Marching Trees (FMT*): a Fast Marching Sampling-Based Method for Optimal Motion Planning in Many Dimensions
  • Batch Informed Trees (BIT*): Sampling-based Optimal Planning via the Heuristically Guided Search of Implicit Random Geometric Graphs
  • Advanced Batch Informed Trees (ABIT*): Sampling-Based Planning with Advanced Graph-Search Techniques ((ICRA) 2020)
  • Adaptively Informed Trees (AIT*): Fast Asymptotically Optimal Path Planning through Adaptive Heuristics ((ICRA) 2020)