Comments by "TheEvertw" (@TheEvertw) on "Sidewinder - The Weapon That Changed Air Combat" video.

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  6.  @rodanone4895  "have you studied fuzzy/neural systems" I have indeed. fuzzy controllers are fine in this context, but I have problems with neural networks controlling weapon systems due to their inherent non-determinism. First there needs to be a legal framework where a neural network (and the company that created it) that caused collateral damage is treated equivalently as a human that does. Humans make mistakes, and so do neural networks. Re: modern Aim9's: Likely these do not use AI / neural networks but instead use some form of predictive control, probably a robust variant. They probably calculate the likelihood their target will be at a certain point in space as a certain time based on observed target behavior, and optimize the probability of intercept, perhaps even using a model of expected evasive maneuvers & counter measures. At least that is how I would do it. As this involves a lot of classification of observed behavior, there might be some opportunity for neural networks to detect e.g. the ejection of Flares and picking the target out of these flares. But I would not let them control the overall flight path planning. Using neural networks as black boxes that get all the sensor data and control all actuators is far too uncertain in my opinion. But to use one or more networks to solve sub-problems of limited scope with well-defined situations seems promising. By limiting the scope of the problem a net has to handle, they become orders of magnitude easier to train.
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