[FEATURE] deep learning player movement prediction (for other players)

[greyc45241]

Describe your feature request.

this could be very useful for features like bow aimbot because it will just predict the movement of the player more accurately when there is enough traning

Additional context

No response

[SuicidalEeper]

Why?

[1zun4]

I would say it's stupid to slap deep learning on everything, but for this use-case we might actually be able to predict movement with a good amount of data, instead of just expecting the player to have linear movement, which it currently does here:

LiquidBounce/src/main/kotlin/net/ccbluex/liquidbounce/utils/entity/SimulatedPlayer.kt

Lines 952 to 977 in 7f9e07b

	fun guessInput(entity: PlayerEntity): SimulatedPlayerInput {
	val velocity = entity.pos.subtract(entity.prevPos)
	val horizontalVelocity = velocity.horizontalLengthSquared()
	val sprinting = horizontalVelocity >= MAX_WALKING_SPEED * MAX_WALKING_SPEED
	val input = if (horizontalVelocity > 0.05 * 0.05) {
	val velocityAngle = getDegreesRelativeToView(velocity, yaw = entity.yaw)
	val velocityAngle1 = MathHelper.wrapDegrees(velocityAngle)
	getDirectionalInputForDegrees(DirectionalInput.NONE, velocityAngle1)
	} else {
	DirectionalInput.NONE
	}
	val jumping = !entity.isOnGround
	return SimulatedPlayerInput(
	input,
	jumping,
	sprinting,
	sneaking=entity.isSneaking
	)
	}

I'm not sure what the model would have to look like, what parameters we need as input to get a good result.
A noise map of the blocks around the player would be a good start, as well as a list of past movements.

The only module I can think of where this would be most useful is Bow Aimbot, as well as Auto Trap. @superblaubeere27 is doing the work on those modules and can probably say better if it makes sense.

Otherwise, I think it might be more of a gimmick, as it's honestly not that useful in combat. Maybe if we're very far away, a bit like a legit where we aim much further out to make someone walk into our crosshair might be doable, but otherwise it won't do much.

[SuicidalEeper]

Improved bow aimbot would be PEAK current one struggles a lot especially with speed effects