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Machine Learning lab. works

Code written in python2 with numpy

Lab.1.

Evaluate and iterate policy in grid with rewards

Lab.2.

Monte Carlo algorithm implementation in grid with rewards

Lab.3.

Temporal difference algorithms

On-policy algorithm - "Sarsa"

Off-policy algorithm - "Q learning"

Lab.4.

Genetic algorithm

info

Lab.5.

Naive bayes algorithm

info

Lab.6.

Travelling Salesman Problem algorithm in reinforcement learning With tour generation and ant colony optimization

info


more info about reinforcement learning

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Machine learning function implementations in python

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