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├─planner
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└─plot
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```
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* The global planning algorithm implementation is in the folder `global_planner` with `graph_search`, `sample_search` and `evolutionary search`.
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* The local planning algorithm implementation is in the folder `local_planner`.
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* The curve generation algorithm implementation is in the folder `curve_generation`.
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## Local Planner
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| Planner | Version | Animation
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|-------------|--------------------------------------------------------------------------------------------------------------------------------------------------------| --------------------------------------------------
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| **PID** | [![Status](https://img.shields.io/badge/done-v1.0-brightgreen)](https://github.com/ai-winter/python_motion_planning/blob/master/local_planner/pid.py) | ![pid_python.svg](assets/pid_python.svg)
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# Papers
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## Global Planning
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* [A*: ](https://ieeexplore.ieee.org/document/4082128) A Formal Basis for the heuristic Determination of Minimum Cost Paths
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* [JPS:](https://ojs.aaai.org/index.php/AAAI/article/view/7994) Online Graph Pruning for Pathfinding On Grid Maps
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* [Lifelong Planning A*: ](https://www.cs.cmu.edu/~maxim/files/aij04.pdf) Lifelong Planning A*
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* [DDPG: ](https://arxiv.org/abs/1509.02971) Continuous control with deep reinforcement learning
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## Curve Generation
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* [Dubins: ]() On curves of minimal length with a constraint on average curvature, and with prescribed initial and terminal positions and tangents
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# Acknowledgment
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* Our visualization and animation framework of Python Version refers to [https://github.com/zhm-real/PathPlanning](https://github.com/zhm-real/PathPlanning). Thanks sincerely.

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