Effectively assessing the intricate dynamics of human-AI collaboration presents a complex challenge. This review delves into the nuances of evaluating such collaborations, exploring various methodologies and metrics. Furthermore, it examines the relevance of implementing a defined reward structure to motivate optimal human-AI synergy. A key aspect

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