I can try moving Play to a different directory, but in the meantime I am still getting the same error message. I have ensured that JAVA_HOME is set to "/usr/lib/jvm/java-6-openjdk/bin". However when I try to run the Play application that I have created, it still says "Could not execute the java executable, please make sure the JAVA_HOME environment variable is set properly (the java executable should reside at JAVA_HOME/bin/java)."
From this same directory, I am able to successfully compile and run Java files, so I don't think there is actually anything wrong with the JAVA_HOME path. Any other ideas?