There’s actually only one comment on decision theory textbooks, which recommends the Martin Peterson’s one. I skimmed through it at our library and it seems to be more directed at philosophy students and those with poor mathematical background. There’s also Resnik or Luce & Raiffa mentioned but they are claimed to be out of date.
While it’s always important to grasp the intuition, reading books for the “common people” will give you much slower progress than if you read a book meant for someone who already has solid mathematical foundations.
LessWrong also has a textbook repository which contain recommendation on various subjects. Ctrl+F “decision theory” turns up 6-7 books or so.
There’s actually only one comment on decision theory textbooks, which recommends the Martin Peterson’s one. I skimmed through it at our library and it seems to be more directed at philosophy students and those with poor mathematical background. There’s also Resnik or Luce & Raiffa mentioned but they are claimed to be out of date.
While it’s always important to grasp the intuition, reading books for the “common people” will give you much slower progress than if you read a book meant for someone who already has solid mathematical foundations.