Effectively evaluating the intricate dynamics of human-AI collaboration presents a substantial challenge. This review delves into the fine points of evaluating such collaborations, exploring diverse methodologies and metrics. Furthermore, it examines the relevance of implementing a well-established reward structure to encourage optimal human-AI par

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