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How should I define the reward function in the case of Connect Four?
The classic working reward scheme for two player zero sum games (i.e. if I win, you lose and vice versa) is simply:
+1 for a win
0 for a draw
-1 for a loss
These rewards should be associated with ...
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Deep Reinforcement Learning - How to Avoid a Naive Solution?
There are many potential reasons why your AI might be learning that it's best to put $4$ pieces in the same column. One possibility is that AI is simply finding this strategy to be the most effective ...
- 1,094
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