On 3/4/08, Vladimir Nesov <[EMAIL PROTECTED]> wrote: > On Mon, Mar 3, 2008 at 9:50 PM, YKY (Yan King Yin) > <[EMAIL PROTECTED]> wrote: > > > > I'm increasingly convinced that the human brain is not a statistical > > learner, but a logical learner. There are many examples of humans learning > > concepts/rules from one or two examples, rather than thousands of examples. > > So I think that at a high level, AGI should be logic-based. > > > > But it would be interesting to integrate NN-based techniques to logic-based > > AI, especially in vision. (NN is also very weak at language processing.) > > > > One doesn't preclude another: if AGI can learn finite state machines > statistically, it can then use them to carry out more 'logical' kinds > of reasoning. Fast learning is also possible: it just takes a more > similar state to evoke episodic memories than to evoke strong semantic > memories.
Can you explain a bit more, your terms are too vague. I think statistical learning and logical learning are fundamentally quite different. I'd be interested in some hybrid approach, if it exists. YKY ------------------------------------------- agi Archives: http://www.listbox.com/member/archive/303/=now RSS Feed: http://www.listbox.com/member/archive/rss/303/ Modify Your Subscription: http://www.listbox.com/member/?member_id=8660244&id_secret=95818715-a78a9b Powered by Listbox: http://www.listbox.com
