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Tetris AI

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Tencent Cloud Developer
Tencent Cloud Developer
Aug 24, 2021 · Artificial Intelligence

Design and Implementation of a High‑Scoring Tetris AI for the Tencent Geek Challenge

Zheng Lin‑kai’s record‑breaking Tetris AI for the Tencent Geek Challenge combines a two‑layer breadth‑first search—stage‑level pruning in Python and fast round‑level BFS in C++—with a heuristic that rewards high score, low occupied cells, and smooth board transitions, enabling a 1,413,876‑point performance.

Heuristic EvaluationMonte Carlo Tree SearchPython
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Design and Implementation of a High‑Scoring Tetris AI for the Tencent Geek Challenge