Search Results - "Parkes, David C"

Economic reasoning and artificial intelligence by Parkes, David C., Wellman, Michael P.

“…The field of artificial intelligence (AI) strives to build rational agents capable of perceiving the world around them and taking actions to advance specified…”
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Models for Iterative Multiattribute Procurement Auctions by Parkes, David C, Kalagnanam, Jayant

“…Multiattribute auctions extend traditional auction settings to allow negotiation over nonprice attributes such as weight, color, and terms of delivery, in…”
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Machine behaviour by Rahwan, Iyad, Cebrian, Manuel, Obradovich, Nick, Bongard, Josh, Bonnefon, Jean-François, Breazeal, Cynthia, Crandall, Jacob W., Christakis, Nicholas A., Couzin, Iain D., Jackson, Matthew O., Jennings, Nicholas R., Kamar, Ece, Kloumann, Isabel M., Larochelle, Hugo, Lazer, David, McElreath, Richard, Mislove, Alan, Parkes, David C., Pentland, Alex ‘Sandy’, Roberts, Margaret E., Shariff, Azim, Tenenbaum, Joshua B., Wellman, Michael

“…Machines powered by artificial intelligence increasingly mediate our social, cultural, economic and political interactions. Understanding the behaviour of…”
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The capacity constrained facility location problem by Aziz, Haris, Chan, Hau, Lee, Barton E., Parkes, David C.

“…We initiate the study of the capacity constrained facility location problem from a mechanism design perspective. In the capacity constrained setting, the…”
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The AI Economist: Taxation policy design via two-level deep multiagent reinforcement learning by Zheng, Stephan, Trott, Alexander, Srinivasa, Sunil, Parkes, David C, Socher, Richard

“…Artificial intelligence (AI) and reinforcement learning (RL) have improved many areas but are not yet widely adopted in economic policy design, mechanism…”
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Data Science From Every Angle by David C. Parkes

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Too Many Cooks: Bayesian Inference for Coordinating Multi‐Agent Collaboration by Wu, Sarah A., Wang, Rose E., Evans, James A., Tenenbaum, Joshua B., Parkes, David C., Kleiman‐Weiner, Max

“…Collaboration requires agents to coordinate their behavior on the fly, sometimes cooperating to solve a single task together and other times dividing it up…”
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Design and analysis of multi-hospital kidney exchange mechanisms using random graphs by Toulis, Panos, Parkes, David C.

“…Kidney exchanges enable transplants when a pair of a patient and an incompatible donor is matched with other similar pairs. In multi-hospital kidney exchanges…”
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Building a More Robust Data Science, Toward a More Robust World by David C. Parkes

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Kaleidoscopic Data Science by David C. Parkes

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AI can help humans find common ground in democratic deliberation by Tessler, Michael Henry, Bakker, Michiel A, Jarrett, Daniel, Sheahan, Hannah, Chadwick, Martin J, Koster, Raphael, Evans, Georgina, Campbell-Gillingham, Lucy, Collins, Tantum, Parkes, David C, Botvinick, Matthew, Summerfield, Christopher

“…Finding agreement through a free exchange of views is often difficult. Collective deliberation can be slow, difficult to scale, and unequally attentive to…”
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Playing with symmetry with neural networks by Parkes, David C.

“…Finding the optimum design of a complex auction is a challenging and important economic problem. Multi-agent deep learning can help find equilibria by making…”
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Truth, justice, and cake cutting by Chen, Yiling, Lai, John K., Parkes, David C., Procaccia, Ariel D.

“…Cake cutting is a common metaphor for the division of a heterogeneous divisible good. There are numerous papers that study the problem of fairly dividing a…”
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Incentivizing Deep Fixes in Software Economies by Rao, Malvika, Bacon, David F., Parkes, David C., Seltzer, Margo I.

“…An important question in a software economy is how to incentivize deep rather than shallow fixes. A deep fix corrects the root cause of a bug instead of…”
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Computing cooperative solution concepts in coalitional skill games by Bachrach, Yoram, Parkes, David C., Rosenschein, Jeffrey S.

“…We consider a simple model of cooperation among agents called Coalitional Skill Games (CSGs). This is a restricted form of coalitional games, where each agent…”
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Introducing the Interim Co-Editors-in-Chief by Francesca Dominici, David C. Parkes

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Designing incentives for online question-and-answer forums by Jain, Shaili, Chen, Yiling, Parkes, David C.

“…We provide a game-theoretic model of sequential information aggregation motivated by online question-and-answer forums. An asker posts a question and each user…”
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Spinning Up a Data Science Initiative at Harvard by Francesca Dominici, Elizabeth Langdon-Gray, David C. Parkes

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Ascending price Vickrey auctions for general valuations by Mishra, Debasis, Parkes, David C.

“…Ascending price auctions involving a single price path and buyers paying their final bid price cannot achieve the Vickrey–Clarke–Groves (VCG) outcome in the…”
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Multi-item Vickrey–Dutch auctions by Mishra, Debasis, Parkes, David C.

“…Descending price auctions are adopted for goods that must be sold quickly and in private values environments, for instance in flower, fish, and tobacco…”
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