Jev is for single shot classification, not multi-step RL environments with delayed reward and explore/exploit. My guess is it would go through the door with high confidence every time unless you change the input to add the history.
I think the people behind jev made their intended use clear by labeling as "system one" - so they anticipate that there's a slower "system two" mediating jev
