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What does determinisation fail to capture?

  • A.The value of actions that gather or conceal information
  • B.The probability distribution over the hidden states
  • C.The utilities assigned to the terminal positions
  • D.The rules governing which moves are legal

Answer: A

By solving each sampled world as though the hidden cards were known to both players, the method never sees the point of a probe that reveals information or of a bluff that conceals it. Those are precisely the actions that distinguish skilled play in such games. Distributions, utilities and rules are all represented correctly. Identifying exactly what an approximation cannot express, rather than treating it as merely inaccurate, tells you which applications it is unsuitable for.

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