Dear Georg,
The EAP reliability is defined as the ration of the variance of the EAPs and the variance of the plausible values.
Here is a reference:
Adams, R.J. (2005) Reliability as a Measurement Design Effect. Studies in Educational Evaluation, 31, 162-172.
Best wishes,
Eveline