diff --git a/testing/references/tutorial_output_kpis_DQN_alg.json b/testing/references/tutorial_output_kpis_DQN_alg.json
index 3b019b3..4ab4bc9 100644
--- a/testing/references/tutorial_output_kpis_DQN_alg.json
+++ b/testing/references/tutorial_output_kpis_DQN_alg.json
@@ -1 +1 @@
-{"tdis_tot": 8.373469048100414, "idis_tot": 0, "ener_tot": 0.39652709037948375, "cost_tot": 0.10051961741119916, "emis_tot": 0.0662200240933738, "pele_tot": 0.021041607741500885, "pgas_tot": null, "pdih_tot": null}
\ No newline at end of file
+{"tdis_tot": 8.37342768290697, "idis_tot": 0, "ener_tot": 0.3965270991185415, "cost_tot": 0.10051961962655029, "emis_tot": 0.06622002555279644, "pele_tot": 0.02104161873770755, "pgas_tot": null, "pdih_tot": null}
\ No newline at end of file