Marvin Lee Minsky Quotes

When David Marr at MIT moved into computer vision, he generated a lot of excitement, but he hit up against the problem of knowledge representation; he had no good representations for knowledge in his vision systems.

We wanted to solve robot problems and needed some vision, action, reasoning, planning, and so forth. We even used some structural learning, such as was being explored by Patrick Winston.

This is a tricky domain because, unlike simple arithmetic, to solve a calculus problem – and in particular to perform integration – you have to be smart about which integration technique should be used: integration by partial fractions, integration by parts, and so on.

There was a failure to recognize the deep problems in AI; for instance, those captured in Blocks World. The people building physical robots learned nothing.

There are three basic approaches to AI: Case-based, rule-based, and connectionist reasoning.