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Implementations of classic AI methods including search algorithms for the 15-puzzle and a neural network for UWB localization error correction.

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SISE

This repository contains two independent projects demonstrating search algorithms and neural network methods.

Projects

  • Task 1 – 15 Puzzle
    Batch processing and analysis of solutions for the classic 15 puzzle problem.

  • Task 2 – UWB Artificial Neural Network
    Feedforward neural network for correcting Ultra-Wideband localization measurements.

Authors

  • Łukasz Jęcek
  • Filip Wasiel

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Implementations of classic AI methods including search algorithms for the 15-puzzle and a neural network for UWB localization error correction.

Topics

python machine-learning numpy sklearn astar-algorithm torch pandas artificial-intelligence neural-networks matplotlib search-algorithm heuristics dfs-algorithm bfs-algorithm manhattan-heuristics matplotlib-pyplot uwb-localization hamming-heuristics

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License

GPL-3.0 license
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