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I wonder how much the child's sensory reward system leads to memories and associations. How can artificial neural networks ever "feel" good about anything, and
by exodust 4y ago
I wonder how much the child's sensory reward system leads to memories and associations. How can artificial neural networks ever "feel" good about anything, and use that to learn?
A child learns that petting a cat is better than hitting the cat. Petting feels better, and the cat will stick around for longer. But how does AI learn the same thing without any pleasurable sense the petting provides?
Also will we see robots throwing tantrums? Children learn this tactic early, and it works to achieve desired outcomes. Later they progress to crafty manipulation tactics, such as carefully executed tone when asking for treats etc.
- atwood22 4y agoNeural networks have loss functions. In a sense, feeling good and bad can be looked at as outcomes of a loss function.
- hndamien 4y agoWe have a cost function that could loosely be correlated to a pain/sadness function. Perhaps it makes sense to also include a pleasure function to give them some kind of autonomous direction. Perhaps it is this part of AI that will ultimately lead to trouble. Is pleasure the inverse of pain?
- exodust 4y agoI think the inverse of pain is just comfortable or satisfied. Like a cat sitting on the mat. If the cat finds an electric heated blanket nearby and moves from mat to warm blanket, we are now in pleasure zone. Cat now has more than it needs. AI could use a pleasure function, but I'm not sure how it could justify seeking or getting more than it needs. The "pleasure" would need to be linked to a measurable benefit for its hardware or systems, and energy would need to be used to achieve that. I guess it could happen, but then we'll need greed functions to cap the pursuit of pleasure!
- littlestymaar 4y ago> Also will we see robots throwing tantrums? Children learn this tactic early, and it works to achieve desired outcomes. Sigh. Tantrum isn't a “learnt tactic” (it's the child's inability to control his frustration / other emotion) and it doesn't work to achieve desired outcome which is why they stop when the child is mature enough to have better emotional control (unless you're trying to raise a tyrannical child, in which case giving your child what he wants when he throws a tantrum is a good way to succeed…)
- exodust 4y ago> Sigh. Is sighing a learnt tactic? How about a written sigh, what's that about? Inability to use normal words? I'm quite sure some "tantrums" are last resort efforts to reverse whatever decision the parent made that upset the child.
- mdp2021 4y agoI think yours was a good question in a way (it may make sense in some contexts, and with undefined translation): it may be part of the "paperclip maximizer" idea of the strategies a non-commonsensical agent may adopt to achieve its goals. In automated chip layout, for example, already one can be proposed odd NOP circuitry that reveals to be just relevant to timings - all tricks are possible. "Sighs" could presumably be the reversal manouvers in decision trees walking.