For people like me, non-native English speakers, it's really hard to figure out the differences in their meaning between words "psyched" and "thrilled". Are they interchangeable?

Is the meaning actually different in the following three sentences?

>The children were thrilled to go to the circus.
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>The children were psyched to go to the circus.
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>The children were psyched about going to the circus.