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shrawani21 / gamer_21

Dots & Boxes
MIT License
55 stars 117 forks source link

Enhance AI Opponent in Single Player Mode #45

Open FreeSpirit11 opened 1 month ago

FreeSpirit11 commented 1 month ago

Description: Implement advanced algorithms to improve the AI opponent's gameplay in single-player mode. Currently, the AI opponent provides a basic level of challenge, but enhancing its decision-making capabilities with more sophisticated algorithms can make the game more engaging and enjoyable for players.

Proposed Changes:

  1. Research and implement advanced AI algorithms such as Minimax with Alpha-Beta Pruning or Monte Carlo Tree Search (MCTS) to enhance the AI opponent's decision-making process.
  2. Optimize the AI's strategy for selecting moves based on the current game state, aiming to provide a more challenging and competitive experience for players.
  3. Fine-tune the difficulty levels to offer a range of options suitable for players of different skill levels, from novice to expert.
  4. Test and evaluate the performance of the enhanced AI opponent to ensure balanced gameplay and fair competition against human players.

Expected Outcome: By enhancing the AI opponent in single-player mode, players will have the opportunity to enjoy a more challenging and strategic gaming experience. This improvement will contribute to the overall appeal and replay value of the "Dots & Boxes" game, attracting both casual players and enthusiasts looking for a stimulating gameplay experience.

FreeSpirit11 commented 1 month ago

Hi @shrawani21 , I have raised this issue. Please assign this to me.