I got something that works for me always.

Save the file „AppInventorForAndroidCodeblocks.jnlp“

Open it with an editor, it’s an XML File.

Delete the line

<j2se version="1.5+" max-heap-size="1024m" java-vm-args=""/>

completly.

Save. Double Click. Done.