Today:
We will be doing some whiteboard derivations for occupancy grid mapping (notes are available here). Then you will have a chance to play around with occupancy grid mapping in ROS.
To do so, make sure to update your git repository from upstream, and then run (with either the simulator or an actual Neato):
$ roslaunch occupancygrid_mapping do_mapping.launch