I picked up some of the glue at Michael's. It's called Liquid Nails Perfect Glue 1. It's meant to bond a lot of materials together but 1 (there are 3 types) is meant for foam while 2 and 3 aren't. It looks like it held together nicely but I won't know how it holds up until the next time I play.

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