Here are the slides for my presentation for COMP652: Machine Learning. I did my project on Recognizers in Temporal-Difference Learning with Function Approximation. There is also some code available here if you would like to try this out on your own. You'll need to get RL-Glue, and then unzip the file into the Benchmarks Directory. Then you can run build.bash, and all should be good. Be warned that this takes a long time to run, and creates a boatload of data. In the Data directory there are some handy Matlab scripts to make some neat plots from the data. Enjoy. Disclaimer, this is messy code, I'm working on cleaning it up with the hopes to get some of the recognizer stuff into the RL-Glue tool kit. I'll update this page if this ends up happeneing.