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Implementation for some AI algorithms with R for my college assignments

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AI-Algorithms-with-R

Here I'm implementing some AI algorithms with R for my college assignments

1-Search DFS

simple prisoner problem with DFs search algorithm

2-CSP

Solve map coloring problem using Backtrack algorithm

map_coloring

3-MDP

implement Value iteration algorithm on simple race car problem from berkeley.AI course

mdp

4-Qlearn

Implement a Q-learn algorithm on an example that describes an agent which uses unsupervised training to learn about an unknown environment.

modeling_environment