Demonstrations

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If you don't have the Java 8 Runtime Environment installed,  
If you don't have the Java 8 Runtime Environment installed,  
-
you should [http://java.sun.com/products/javawebstart/ install it first].  Then, you
+
you should [http://java.com/en/download/ install it first].  Then, you
can run the [http://courses.csail.mit.edu/6.034f/demonstrate8/demonstrate8.jnlp latest version].
can run the [http://courses.csail.mit.edu/6.034f/demonstrate8/demonstrate8.jnlp latest version].

Revision as of 20:30, 13 March 2015

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

If you don't have the Java 8 Runtime Environment installed, you should install it first. Then, you can run the latest version.

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