I am currently developing a Puzzle/RPG game which works a little bit like Minesweeper.
You have a Field of Tiles and 2, 3 or 4 different colors from which you can choose. Now you have to uncover tiles in order to attack the enemy.
Therefore you need to choose the correct color for the tile you want to open. If you try the wrong color, the enemy may try. As long as you open tiles, the enemy may not try (same if it's the enemy's turn).
Now I wrote a really simple AI which works like this:
It iterates over the complete field and looks for all unopened tiles. For each of this unopened tiles, it calculates a score, depending on the tile's neighbours. So an unopened neighbour gives +0, an opened neighbour with a 0 gives +4, an opened neighbour with a 4 gives +4, with 3 gives +3 and so on.
At the end the score is weighted, depending on the fact how many different colours the neighbours have and how many beighbours it actually has (because tiles at the edge have less neighbours).
When it comes to choosing a tile, it works pretty well. Then for the chosen tile it tries every colour, starting with some colour of the neighbouring open tiles. But the ai has no understanding for what the neighbours can tell it. So there is no actual strategy except of: Look for a tile, try colours until it is opened.
I am really new in AI development and find it pretty hard to wrap my head around that topic. The only AI I wrote before was some simple chasing in 2D space shooter.
So my question is: How would a good AI in such a case look?
I thought it would be best to give the AI the same information as the player. So it only knows Tile count and which tiles are opened/closed and the colours of the opened and their neighbour counts. Is this correct or should the AI know everything?
Addtionally, the AI should be beatable.
Can you give me some hints on how this can be/should be/usually is done? Or is there some literature you can recommend for this topic?
(I already looked in an AI for games book I have here and thought I could use minimax but I could not find out how. Also I thought maybe seeing this problem as pathfinding problem would be a solution, but I am not quite sure.)
For better understanding, this is a game which works like what I am building, except this game has no AI and no rela enemy turns (The player just gets hit if he clicks a wrong tile): GameLink