Lab 11: More Artificial Intelligence
This week, we will investigate Reinforcement learning, Computer systems that understand natural
languages, and Genetic Algorithms
Lab Tasks:
- Experiment with the Natural Language
Processing demos on Dan Roth's page.
- Learn about Genetic Algorithms from this
page, where you can learn about function minimization and the Travelling Salesperson Problem.
- You can experiment with number of cities, population size, and mutation rates
here. Make a table that, for
50 cities, and various combinations of population sizes and mutation rates, records the number of
generations to find the final solution, and whether or not you think it is a good solution.
- Finally, check the demo
of Reinforcement Learning.