Figure6

Figure 6. PID tuning results with Algorithm 1 with three tunable parameters $$ K_p $$ , $$ \tau_I $$ , and $$ \tau_D $$ . Red: results from stability-preserving RL-based PID tuning; Green: results from traditional RL-based PID tuning without stability-preserving.