katydee comments on Open Thread: September 2011 - Less Wrong

5 Post author: Pavitra 03 September 2011 07:50PM

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Comment author: katydee 13 September 2011 05:22:34AM 1 point [-]

I play online Mafia but haven't attempted to use explicit Bayesian reasoning to do so.

Comment author: ataftoti 14 September 2011 01:59:37AM 0 points [-]

Please attempt and see if you have better results than I did. And if you succeed come back and tell us all about it!

:-)

Comment author: katydee 14 September 2011 05:20:09AM 1 point [-]

I'm not sure that doing so would be useful. It seems like normal Mafia techniques already approximate Bayesian reasoning, and formalizing it would be very challenging and IMO unlikely to offer unusual insights. That said, I'm fairly good at online Mafia and I suspect such techniques would better benefit less advanced players.

Comment author: Normal_Anomaly 16 September 2011 08:59:50PM 2 points [-]

There are such things as Mafia techniques? I've never seen anyone do better than chance. Care to explain?

Comment author: katydee 18 September 2011 04:57:11AM 1 point [-]

Certainly. A basic Mafia technique is examining the past play of the person you're suspicious of, then looking at whether their current play is more similar to their play as scum or their play as town. There is also wide knowledge (at least online) of moves that are generally "scummy," such as congratulating the doctor after he or she successfully protects, as these moves have been determined to be commonly used by scum. Of course, all of this is constantly evolving, since once something is generally known as a scumtell, advanced scum players avoid it. Further, different things are tells at different levels of play, which tends to make the game much more complicated than my above description might indicate.

That said, I think it's certainly possible to do better than chance-- my own record, at least of games that I can remember, is 4 wins to 1 loss, all as town (I have yet to be scum in my recent games).

Further, there are some situations where certain tactics have been determined, over wide periods of play, to be dominant, and applying these strategies gives you a very high chance to win. For instance, if the town has a doctor and a cop (and knows this) and also knows the scumgroup has no roleblocker, the best strategy is to stop voting to lynch, have the cop claim, and have the cop constantly investigate while protected by the doctor. The scum must then start hitting other targets in hopes of getting the doc. A truly advanced doctor will then, knowing the scum is doing this, not actually protect the cop but instead protect other members of the town in the hopes of blocking the scum's pseudorandom flailing, but a truly advanced scum player might anticipate this and try to kill the cop instead-- so there are mindgames all over the place, but dominant strategies are still known.

Generally, I feel like Mafia-- at least online Mafia-- is a rather good rationality exercise. I could expand this to a top-level post if there's interest.

Comment author: ataftoti 19 September 2011 03:46:31AM 0 points [-]

Do make the top-level post please. I think there is use in the making Mafia more well-known in demographics such as the one we have here.

It sounds like online Mafia is a totally different and much better game than what I've played at various icebreaker functions, camps, and times when there's a substitute teacher

In my experience the outcome of face-to-face mafia can be even more dependent on the players' skill, once you get past the newbie phase. Not just because newbies can't read others well, but I think they are also less readable due to undeveloped meta and making vastly suboptimal plays that regular scumhunting techniques do not read well. Once there is some standard in the players' moves and some meta is available, one can read much more accurately in face-to-face games than online due to factors such as tone, moments of hesitation, and body language.

And thus for a given single game, I would rather play mafia face-to-face with groups of regular players than online, though I would prefer playing online to face-to-face with a whole group of newbies.

Comment author: katydee 19 September 2011 07:29:51AM *  0 points [-]

Face-to-face Mafia is certainly easier to read people in, but this actually (IMO) makes it a worse game. There are other issues as well, such as the inability of the Mafia to communicate articulately at night, but if you're a good lie detector (or the scum are bad liars) the game becomes almost trivial, and introducing the difficulties of online communication IMO adds an appealing element of challenge. That said, I agree that face-to-face Mafia with a regular group can certainly be fun and even educational in itself.

Comment author: Normal_Anomaly 18 September 2011 05:07:05AM 0 points [-]

It sounds like online Mafia is a totally different and much better game than what I've played at various icebreaker functions, camps, and times when there's a substitute teacher. I'll check it out if I ever have a clear enough schedule. Also, I'd definitely enjoy a top-level post if you made one.

Comment author: bcoburn 17 September 2011 09:44:05PM 1 point [-]

I don't know how well it works in games with only 1 scum player, but with at least two just the fact that there are two players who know they each have a partner changes their behavior enough that the game isn't random. There's also some change in what people say just because each side has a different win condition, although again this is less true with just one scum player.

As just a simple example, when you're playing as the scum it can be really hard (at least for me) to make a good argument that someone I know is a normal villager isn't, which can be enough for another player to deduce my role.

Comment author: Normal_Anomaly 18 September 2011 12:33:11AM 1 point [-]

That's interesting; I haven't played enough mafia to really study it. And in all the games I have played, the town always lynches the first player someone bothers to accuse--there aren't any actual arguments.

Comment author: ataftoti 17 September 2011 03:25:01AM *  0 points [-]

I just had 4 games with the same 5 players (setup is 4 town 1 scum) that all ended in scum victory. Random lynching should yield only 53% chance of scum victory. 0.53^4 seems low enough that this is likely a case of better than random.

The players in this case were new to the game with the exception of myself (and after the first couple games I was constantly night killed). I was going to say that this seems to suggest that scum is stronger in newbie games, but then I realized I have no data to draw this comparison with. :-(

Comment author: Normal_Anomaly 17 September 2011 11:36:20AM 0 points [-]

Were you the scum in any of the games?

Comment author: ataftoti 17 September 2011 08:16:54PM 0 points [-]

I was scum in none of the games.

Comment author: ataftoti 15 September 2011 03:47:54AM 0 points [-]

I want to read some games of mafia players who browse this site. Do you mind pointing me to some of your games?

Comment author: katydee 15 September 2011 10:27:40PM 0 points [-]

Unfortunately I play mostly as a diversion on a private site, not on mafiascum or epicmafia, so they aren't as out in the open as you'd like. If you want I can link you to a recent newbie game that I was in on mafiascum, but the number of replacements makes it a little hard to follow and it's not exactly anyone's best play either.

Comment author: ataftoti 17 September 2011 03:26:11AM 0 points [-]

Sure, link to it.

Comment author: katydee 18 September 2011 04:20:50AM *  0 points [-]

Here it is. I'm "Fetterkey."