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Artificial Intelligence and Life in 2030: The One Hundred Year Study on Artificial Intelligence


Oct 31, 2022
Peter Stone, Rodney Brooks, Erik Brynjolfsson, Ryan Calo, Oren Etzioni, Greg Hager, Julia Hirschberg, Shivaram Kalyanakrishnan, Ece Kamar, Sarit Kraus, Kevin Leyton-Brown, David Parkes, William Press, AnnaLee Saxenian, Julie Shah, Milind Tambe, Astro Teller

* 52 pages, https://ai100.stanford.edu/2016-report 

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Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report


Oct 27, 2022
Michael L. Littman, Ifeoma Ajunwa, Guy Berger, Craig Boutilier, Morgan Currie, Finale Doshi-Velez, Gillian Hadfield, Michael C. Horowitz, Charles Isbell, Hiroaki Kitano, Karen Levy, Terah Lyons, Melanie Mitchell, Julie Shah, Steven Sloman, Shannon Vallor, Toby Walsh

* 82 pages, https://ai100.stanford.edu/gathering-strength-gathering-storms-one-hundred-year-study-artificial-intelligence-ai100-2021-study 

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Towards Human-Agent Communication via the Information Bottleneck Principle


Jun 30, 2022
Mycal Tucker, Julie Shah, Roger Levy, Noga Zaslavsky


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Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations


Jun 09, 2022
Yanwei Wang, Nadia Figueroa, Shen Li, Ankit Shah, Julie Shah


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Prototype Based Classification from Hierarchy to Fairness


May 27, 2022
Mycal Tucker, Julie Shah


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The Solvability of Interpretability Evaluation Metrics


May 18, 2022
Yilun Zhou, Julie Shah


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ExSum: From Local Explanations to Model Understanding


Apr 30, 2022
Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

* NAACL 2022. The project website is at https://yilunzhou.github.io/exsum/ 

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When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes


Apr 20, 2022
Mycal Tucker, Tiwalayo Eisape, Peng Qian, Roger Levy, Julie Shah


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Probe-Based Interventions for Modifying Agent Behavior


Jan 26, 2022
Mycal Tucker, William Kuhl, Khizer Shahid, Seth Karten, Katia Sycara, Julie Shah


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The Enforcers: Consistent Sparse-Discrete Methods for Constraining Informative Emergent Communication


Jan 19, 2022
Seth Karten, Siddharth Agrawal, Mycal Tucker, Dana Hughes, Michael Lewis, Julie Shah, Katia Sycara

* Submitted to IJCAI 2022 

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