速報APP / 遊戲 / Gomoku Zero

Gomoku Zero

價格:免費

更新日期:2018-12-14

檔案大小:13.6 MB

目前版本:1.0.1

版本需求:需要 iOS 12.1 或以上版本。與 iPhone、iPad 及 iPod touch 相容。

支援語言:英語

Gomoku Zero(圖1)-速報App

Gomoku Zero+ is the successor of Gomoku AI Grandmaster (Also available on App Store). Compared to its predecessor, Zero introduces huge user interface improvements and various new (and original) customizable algorithms.

You can customize the AIs at ease. Just go to Menu > AI Config. and choose from a variety of configurations. You can configure the preferred algorithm and adjust their corresponding parameters under AI Config.

Gomoku Zero(圖2)-速報App

There are 6 algorithms provided, they are listed below:

- Heuristic

Gomoku Zero(圖3)-速報App

- Zero Sum

- Minimax

Gomoku Zero(圖4)-速報App

- NegaScout (PVS)

- MCTS

Gomoku Zero(圖5)-速報App

- Zero Max

Heuristic and Zero Sum are the most basic (and the weakest) algorithms. But they are also the fastest, being able to extrapolate a move within a fraction of a second.

Gomoku Zero(圖6)-速報App

Minimax is a conventional algorithm that resembles brute force approach, but in Gomoku Zero it is highly optimized to achieve a drastic performance boost. It is notable, however, that this algorithm is the same used by Deep Blue to defeat the world champion in chess for the first time.

Principal Variation Search (PVS), on the other hand, is a variant of Minimax that is faster under certain scenarios.

Gomoku Zero(圖7)-速報App

MCTS, or Monte Carlo Tree Search, is one of the more advanced algorithms that is used by AlphaGo to defeat Lee, the world champion in Go, back in 2016. In Gomoku Zero, instead of using a neural network as rollout policy and to predict game state, a handcrafted heuristic threat evaluation system is used. There are also slight adjustments to MCTS's fundamental structure. Instead of back propagating arbitrary states of winning or losing, the heuristic value of each node is used.

Finally, the default algorithm, ZeroMax, is an original algorithm that combines Monte Carlo Tree Search with Minimax. It is the strongest and fastest algorithm and is able to beat most other Gomoku algorithms (At least the ones that I've tested against). At each leaf node of Minimax, ZeroMax switches its strategy from search to exterminate; aided by various other candidate policies, ZeroMax performs simulations to determine the move that would lead to best possible outcome.

Gomoku Zero(圖8)-速報App

It took me two years to make this app. Please don't hesitate to give good reviews and five stars if you feel like it. Enjoy!

支援平台:iPhone, iPad