Search Results for author: Andi Peng

Found 5 papers, 0 papers with code

Aligning Robot Representations with Humans

no code implementations15 May 2022 Andreea Bobu, Andi Peng

As robots are increasingly deployed in real-world scenarios, a key question is how to best transfer knowledge learned in one environment to another, where shifting constraints and human preferences render adaptation challenging.

Strengthening Subcommunities: Towards Sustainable Growth in AI Research

no code implementations18 Apr 2022 Andi Peng, Jessica Zosa Forde, Yonadav Shavit, Jonathan Frankle

AI's rapid growth has been felt acutely by scholarly venues, leading to growing pains within the peer review process.

Investigations of Performance and Bias in Human-AI Teamwork in Hiring

no code implementations21 Feb 2022 Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

In AI-assisted decision-making, effective hybrid (human-AI) teamwork is not solely dependent on AI performance alone, but also on its impact on human decision-making.

Decision Making

What You See Is What You Get? The Impact of Representation Criteria on Human Bias in Hiring

no code implementations8 Sep 2019 Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Siddharth Suri, Ece Kamar

Although systematic biases in decision-making are widely documented, the ways in which they emerge from different sources is less understood.

Decision Making

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