multi-choice reward fix

[saroun74]

We need this for multi-choice reward.

# Enforce non-negative values
if any(v < 0 for v in valid_choices.values()):
    raise ValueError("Negative prediction values are not allowed")

[dbobrenko]

Thanks for reporting, addressed here:

#646