All benchmark simulations were executed on an Amazon Web Services instance with an Nvidia T4 GPU via Lightning AI. For each configuration of optimization and task and auxiliary task, 20 repeats were completed. Figures show the average performance and the 95% confidence interval at each interval. For multitask benchmarks, the first experiment executed was the highest yielding condition from the auxiliary task(s).