task3_opt2.csv

agent_name,avg_total_reward,critical_survival_rate,success_rate,ventilator_utilization,invalid_action_count,meets_targets,milestone_a,milestone_b,milestone_c,failure_modes,failure_reason_counts,checkpoint_status,checkpoint_warning
RandomAgent,-369.6256,0.0100,0.0000,0.0000,0,False,False,False,False,critical_survival_too_low;success_rate_too_low;reward_not_above_rule_based;ventilator_use_too_low;failure_reasons=failed_both:49;failed_survival_threshold:1,failed_both:49;failed_survival_threshold:1,,
RuleBasedAgent,-108.8233,0.0000,0.0000,0.0000,0,False,False,False,False,critical_survival_too_low;success_rate_too_low;reward_not_above_rule_based;ventilator_use_too_low;failure_reasons=failed_survival_threshold:50,failed_survival_threshold:50,,
LLMAgent,-173.5342,0.0000,0.0000,0.2024,0,False,False,False,False,critical_survival_too_low;success_rate_too_low;reward_not_above_rule_based;failure_reasons=failed_both:50,failed_both:50,,
TrainedQAgent,-46.4526,0.0100,0.6400,0.3774,0,False,True,False,False,critical_survival_too_low;failure_reasons=failed_avg_health_threshold:9;failed_survival_threshold:9,failed_avg_health_threshold:9;failed_survival_threshold:9,fresh,
RLAgent,-77.6596,0.0200,0.1600,0.1683,0,False,True,False,False,critical_survival_too_low;success_rate_too_low;ventilator_use_too_low;failure_reasons=failed_survival_threshold:32;failed_both:6;failed_avg_health_threshold:4,failed_avg_health_threshold:4;failed_both:6;failed_survival_threshold:32,fresh,