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Kimberlee Chestnut Chang

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

Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi

NeurIPS 2021poster

Deep reinforcement learning has generated superhuman AI in competitive games such as Go and StarCraft. Can similar learning techniques create a superior AI teammate for human-machine collaborative games? Will humans prefer AI teammates that improve objective team performance or those that improve su…

Cited by 74SourcePDFScholar