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The biggest advance that I've seen towards AGI is the work using reinforcement learning, e.g. neural nets that learn to play video games through trial and error
by blennon 9y ago
The biggest advance that I've seen towards AGI is the work using reinforcement learning, e.g. neural nets that learn to play video games through trial and error. There is an impressive repertoire of _behavior_ that emerges from these systems. This, in my opinion, has the greatest potential to take us another big step towards -- but not necessarily to -- AGI.
- rspeer 9y agoThat advance happened by 1992, with TD-Gammon [1]. Our hardware and software are clearly much better now, but this seems like a solid example of what the GP said: the conceptual framework has stayed the same for 25 years. [1] https://en.wikipedia.org/wiki/TD-Gammon https://en.wikipedia.org/wiki/TD-Gammon