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Humans are more than pattern matchers because we do not passively receive and imitate information. We learn cause and effect by perturbing our environment, whic
by jostmey 5y ago
Humans are more than pattern matchers because we do not passively receive and imitate information. We learn cause and effect by perturbing our environment, which is not possible by passively examining data.
An AI agent can interact with an environment and learn from its environment by reinforcement learning. It is important to remember that pattern matching is different from higher forms of learning, like reinforcement learning.
To summarize, I think there are real limitations with this AI, but these limitations are solvable problems, and I anticipate significant future progress
- visarga 5y agoFortunately the environment for coding AI is a compiler and a CPU which is much faster and cheaper than physical robots, and doesn't require humans for evaluation like dialogue agents and GANs.
- qorrect 5y agoWell you still have to assess validity and code quality which is a difficult task , but not unsolvable. Also Generative Adversarial Networks original implementation was to pit neural networks against each other to train them , they don't need human intervention.