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        <description>Task 1: BlockWorld, A* and Heuristics
Python 3.8
Henwas' trouble

For many years, in an old dock, there worked a man named Henwas, whose job was to move crates. Every shippment arrived in a scrambled order and according to the old man's notes, he was to rearrange it into a new configuration. As the man aged, his back started to hurt and he was unwilling to do any superfluous work. Hence, he reached to</description>
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        <description>Task 2: Q-learning and DQN in Stochastic BlockWorld
Python 3.13Pytorch 2.8.0
Henwas' trouble even greater

You sure remember our poor fella Henwas. Since last time, he grew only older and the memory does not serve him as before. Unfortunately, this translates into him making mistakes during moving the crates.</description>
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Task 3: Gomoku and MCTS

The Game

Gomoku is a simple popular game played on a
square grid. Players alternate in placing their mark (x or o) on an empty
cell. The winner is the first player to get an unbroken row of</description>
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