Jiro comments on The AI in a box boxes you - Less Wrong
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If you're uncertain about whether or not your blackmailer has heard of your pre-commitment, then you should act as if they have, and ignore their blackmail accordingly. This also applies to agents who have deleted knowledge of your pre-commitment from their memories; you want to punish agents who spend time trying to think up loopholes in your pre-commitment, not reward them. The harder part, of course, is determining what threshold of uncertainty is required; to this I freely admit that I don't know the answer.
EDIT: More generally, it seems that this is an instance of a broader problem: namely, the problem of obtaining information. Given perfect information, the decision theory works out, but by disallowing my agent access to certain key pieces of information regarding the blackmailer, you can force a sub-optimal outcome. Moreover, this seems to be true for any strategy that depends on your opponent's epistemic state; you can always force that strategy to fail by denying it the information it needs. The only strategies immune to this seem to be the extremely general ones (like "Defect in one-shot Prisoner's Dilemmas"), but those are guaranteed to produce a sub-optimal result in a number of cases (if you're playing against a TDT/UDT-like agent, for example).
Doesn't that implicate the halting problem?
Argh, you ninja'd my edit. I have now removed that part of my comment (since it seemed somewhat irrelevant to my main point).