most citedAnalyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

cs.HC2025

Managing the unexpected: Operator behavioural data and its value in predicting correct alarm responses

Chidera W. Amazu, Joseph Mietkiewicz, Ammar N. Abbas +5

Data from psychophysiological measures can offer new insight into control room operators' behaviour, cognition, and mental workload status. This can be particularly helpful when co…

cs.AI2024★ 2 cited

Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies

Ammar N. Abbas, Chidera W. Amazu, Joseph Mietkiewicz +7

In complex industrial and chemical process control rooms, effective decision-making is crucial for safety and efficiency. The experiments in this paper evaluate the impact and appl…