Complete BS study. Increased exploration reduces reward learning rate. That’s the whole point of explore-exploit trade off which is at least NP hard.
The way they refer to RL dynamics as “RL rates” is also a give away that these people don’t understand RL. I’ll leave the evaluation of their cognitive science merit to people knowledgeable in that area