Street Fighter II Model - Model Regressing

After training for another night, my model starting regressing again, now even losing to Guile

Next steps

The issue is once again my reward function, since its rewarding the model based on its damage, it would have a higher reward if it loses one round out of the three, since it would be able to deal more damage to bloat the rewards. My plan is to tweak the reward function again to incorporate rewarding it when it wins any rounds.