Summary

Additional Resources

Udacity's free Artificial Intelligence for Robotics Course (taught by Sebastian Thrun) includes a lesson called "Search" which gives a slower-paced introduction to breadth first search and A star search.
This web app provides nice interactive visualizations of various path planning algorithms in two dimensions.