Demonstrations

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Much of the material in 6.034 is reinforced by on-line artificial-intelligence demonstrations develop by us or otherwise available on the web. Those demonstrations developed by us are provided via the easy-to-use Java Web Start mechanism, which comes with the Java Runtime Environment, the so-called JRE.

The demonstrations illustrate the following ideas:

  • Blocks world manipulation (after Winograd)
  • Search: depth-first, breadth-first, hill-climbing, beam, branch and bound, A*
  • Games: mini-max, alpha-beta
  • Genetic algorithms: crossover, mutation, fitness
  • Constraint satisfaction: drawing analysis (after Waltz, using Huffman labels)
  • Domain reduction: map coloring, resource allocation
  • Biological mimetics: genetic algorithms, self-organizing maps, cross-modal clustering
  • Learning: nearest neighbors, support vector machines, lattice learning, boosting
  • Neural nets: autocoding, logistic regression

So, if you don't have the Java Runtime Enviornment installed, you should install it first. Then, you can run the demonstrations.

Note that starting on 2 October 2014, a new version, which requires Java8, is available that includes a demonstration of Id3 identification trees.

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