Choose Representation for Target Function

• collection of rules (if (board state features) then value)?
• neural network (board or board features) $\rightarrow$ value)?
• polynomial (board features $\rightarrow$ value)?
• table (board x value)?
• ...

Tradeoff

• Expressiveness of representation
• Amount of training needed