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Shortest optimal path using Dynamic Programming

Objective

To implement dynammic programming for the Door-Key problems.

Door-key Problem

There are 7 test scenes you have to test and include in the report.

doorkey-5x5-normal
doorkey-6x6-normal doorkey-6x6-direct doorkey-6x6-shortcut
doorkey-8x8-normal doorkey-8x8-direct doorkey-8x8-shortcut

Installation

  • Install Python version 3.7 ~ 3.10
  • Install dependencies
conda create -n env_shortestPath python=3.10
conda activate env_shortestPath
git clone  https://github.com/suryapilla/Autonomous-Navigation.git
cd Autonomous-Navigation
pip install -r requirements.txt

Code

1. The below command is for known environments

python main.py

Door-key Problem

2. The below command is for the shortest path in unkown environmnet

python main2.py

Door-key Problem

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