Melanie Mitchell

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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Embodied, Situated, and Grounded Intelligence: Implications for AI

Oct 24, 2022
Tyler Millhouse, Melanie Moses, Melanie Mitchell

* 38 pages, workshop report

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Evaluating Understanding on Conceptual Abstraction Benchmarks

Jun 28, 2022
Victor Vikram Odouard, Melanie Mitchell

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* EBeM'22: AI Evaluation Beyond Metrics, July 24, 2022, Vienna, Austria

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Abstraction for Deep Reinforcement Learning

Feb 18, 2022
Murray Shanahan, Melanie Mitchell

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Frontiers in Collective Intelligence: A Workshop Report

Dec 13, 2021
Tyler Millhouse, Melanie Moses, Melanie Mitchell

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Frontiers in Evolutionary Computation: A Workshop Report

Oct 20, 2021
Tyler Millhouse, Melanie Moses, Melanie Mitchell

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A Little Robustness Goes a Long Way: Leveraging Universal Features for Targeted Transfer Attacks

Jun 03, 2021
Jacob M. Springer, Melanie Mitchell, Garrett T. Kenyon

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* 25 pages, 13 figures, 3 tables

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Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report

May 05, 2021
Tyler Millhouse, Melanie Moses, Melanie Mitchell

* 30 pages, 0 figures, workshop report

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Why AI is Harder Than We Think

Apr 28, 2021
Melanie Mitchell

* 12 pages; typos corrected in newest version

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