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Reed Jensen

2 accepted papers

2024

Designs for Enabling Collaboration in Human-Machine Teaming via Interactive and Explainable Systems

NeurIPS 2024poster

Collaborative robots and machine learning-based virtual agents are increasingly entering the human workspace with the aim of increasing productivity and enhancing safety. Despite this, we show in a ubiquitous experimental domain, Overcooked-AI, that state-of-the-art techniques for human-machine team…

Cited by 1SourcePDFScholar
2021

The Utility of Explainable AI in Ad Hoc Human-Machine Teaming

NeurIPS 2021poster

Recent advances in machine learning have led to growing interest in Explainable AI (xAI) to enable humans to gain insight into the decision-making of machine learning models. Despite this recent interest, the utility of xAI techniques has not yet been characterized in human-machine teaming. Importan…