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AlphaGo inspired TSP Heuristic Solver

License: GNU General Public License v3.0

Python 16.01% Jupyter Notebook 80.18% C++ 3.71% Makefile 0.10%

alphatsp's Introduction

AlphaTSP: Learning a TSP Heuristic Using the AlphaZero Methodology

Felix Parker and Darius Irani

AlphaTSP: Learning a TSP Heuristic Using the AlphaZero Methodology

Run with:

python3 main.py --experiment <experiment_name>

Where experiment name is one of:

  • nearestneighbor
  • mcts
  • exact
  • gurobi
  • insertion
  • policy
  • parallel
  • selfplay

selfplay is the primary experiment which implements the AlphaTSP method

Python packages required to run this project are listed in requirements.txt

alphatsp's People

Contributors

flixpar avatar dr-irani avatar

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