Thinking without language

I have a lot of interest in making adaptive, interesting NPCs. In most cases, this involves making NPCs that are "smart" - that can react to what the user does, what the situation is, no matter how exotic it becomes.

It turns out making NPCs more intelligent isn't actually what we want: we simply want them to seem more intelligent. If they actually are more intelligent, they'll act erratically (from our perspective) and will frequently derail the pacing and plot. This is in addition to making the world more chaotic simply because they take actions without the player's awareness.

So we can either take pains to make intelligent NPCs and then cripple them so they don't get too uppity about it... or we can focus on making them seem more intelligent as they go about their not-so-uppity lives. We want them to have some level of independence, but just enough to adapt to the player, not enough to derail the game.

As it turns out, that level of independence really isn't hard. You can program an NPC with a "tactical" understanding of the game world that the player navigates. Then the NPC can simply "play" this game using the same heuristics we would use to make him play any other tactical game. It doesn't even have to be a very high-level play, since they'll be playing tangentially to the player instead of competitively.

An example of this would be the ever-popular "love triangle" in an RPG. If you have two prospective love interests, it is possible for them to understand the basics of time and interest allocation such that they can figure out who is ahead, who is behind, and how to try to score more interest from the player. They can even work together behind the scenes (not in character) to insure that whoever is behind advances as quickly as possible and whoever is ahead slows down, so there's always tension. This is opposed to how it would normally go, where the player would simply pick the one he (or she) fancies and stick with them until the end of the game.

"Moves" on this playing field could consist of a variety of techniques, from the petty (showing up every time the pair gets some time alone) to the clever (figuring out what styles the player seems to like and dressing in them) to the meta (getting the opportunity to pull the player's ass out of the fire in a combat). The idea is to be somewhat subtle: a small push from the one behind combined with a bit of a snub from the one in front can do wonders, even if those pushes and snubs are not in any kind of romantic way.

This brings me to my second point: language.

Language isn't important. In fact, language is a pain in the ass. The only time you should be concerning yourself with language is when you have NPCs that actually have to communicate concepts. For NPCs that simply have to communicate emotion, language is like using a hammer on a screw. It looks like it should work, but it just isn't the right tool.

Instead, what we want is the subtler patterns of body language and situational language, enhanced by clever use of the camera.

Body language isn't something that can be canned. As most modern engines do not support live animations, this is a technically difficult situation despite the rather small and straightforward nature of the animations. There's no need for inverse kinematics or physics, just a little bit of layered subanimations to adjust the features, the way the head moves, the cant of the shoulders and the curve of the spine. It does have to interact with the world a bit - for example, staring aimlessly off into space only makes sense if there's space in that direction to stare aimlessly off into. Those are minor factors, and aren't exactly going to strain your engine.

The subtleties of animating body language would probably be well worth it, but there are twin dangers here. Scylla is the uncanny valley: an NPC that moves "almost" right will probably be extremely unnerving. It's probably best to exaggerate and overanimate. Charybdis is the emotional levels this requires. Body language may add too much emotion into your NPCs, making your players uncomfortable. Driving the player away because the scene makes him uncomfortable is exactly the opposite of what you want!

Body language is also not the only language you need: you'll also need situational language. Unlike real life, in a game world you can simply create situations at demand. These situations can be crafted to create the kind of emotional situation you want to create, regardless of the body language of the NPCs. For example, if the heuristic decides that the strong, tough-guy character needs to be brought down a peg to be liked by the player, the heuristic can simply make the next encounter a surprise encounter where tough-guy gets the worst of it (and, of course, reacts in-character: this assumes your characters are always reacting, unlike most RPG battles where the characters simply step forward, take their action, and step back).

Situational language is our "crutch": because simple body language can't communicate concepts very well, we can use situations to gently say things that fall outside the limits of body language (such as "she's willing to sacrifice honor for fairness" or "he's willing to kill to protect you" or whatever). These are the concepts we would really like to convey through our adaptive NPCs, the concepts that make the NPCs really come alive in more than just a moment-to-moment way. And it's actually stronger to communicate them through a custom situation than through any conversation... so don't bother with language!

What do you think?