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AI and reinforcement learning (RL) have improved many areas, but are not yet widely adopted in economic policy design, mechanism design, or economics at large.
“Optimal Taxation and Public Production I: Production Efficiency”
Peter Diamond and James Mirrlees · 1971
Earlier work this paper cites.
“The theory of risk aversion”
Kenneth Arrow · 1971
Earlier work this paper cites.
“Ethical and legal issues of social experimentation”
Alice Rivlin and P Timpane · 1975
Earlier work this paper cites.
“Econometric policy evaluation: A critique”
Robert Lucas · 1976
Earlier work this paper cites.
“Optimal Tax Theory: A Synthesis”
J.. Mirrlees · 1976
Earlier work this paper cites.
“Optimal Auction Design”
Roger Myerson · 1981
Earlier work this paper cites.
“Function Optimization Using Connectionist Reinforcement Learning Algorithms”
Ronald Williams and Jing Peng · 1991
Earlier work this paper cites.
“Using Elasticities to Derive Optimal Income Tax Rates”
Emmanuel Saez · 2001
Earlier work this paper cites.
“Complexity of Mechanism Design”
V. Conitzer and T. Sandholm · 2002
Earlier work this paper cites.
“Taxation and economic efficiency”
Alan Auerbach and James Hines · 2002
Earlier work this paper cites.
“Agent-Based Modeling: Methods and Techniques for Simulating Human Systems”
Eric Bonabeau · 2002
Earlier work this paper cites.
“The Elasticity of Taxable Income: Evidence and Implications”
Jon Gruber and Emmanuel Saez · 2002
Earlier work this paper cites.
“Automated Mechanism Design: A New Application Area for Search Algorithms”
Tuomas Sandholm · 2003
Earlier work this paper cites.
“Income Inequality and Health: What Have We Learned So Far?”
Subu Subramanian and Ichiro Kawachi · 2004
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“Dynamic Optimal Taxation With Private Information”
Stefania Albanesi and Christopher Sleet · 2006
Cited alongside, same era.
“Curriculum Learning”
Yoshua Bengio, Jerome Louradour, Ronan Collobert and Jason Weston · 2009
Cited alongside, same era.
“Optimal Taxation in Theory and Practice”
N. Mankiw, Matthew Weinzierl and Danny Yagan · 2009
Cited alongside, same era.
“The New Dynamic Public Finance”
Narayana. Kocherlakota · 2010
Cited alongside, same era.
“Tax Compliance as an Evolutionary Coordination Game: An Agent-Based Approach”
Kim Bloomquist · 2011
Cited alongside, same era.
“Multi-Agent Reinforcement Learning in Sequential Social Dilemmas” arXiv: 1702.03037
Joel. Leibo et al · 2017
Later among the works it cites.
“Proximal Policy Optimization Algorithms”
John Schulman et al · 2017
Later among the works it cites.
“Learning With Opponent-Learning Awareness” arXiv: 1709.04326
Jakob. Foerster et al · 2017
Later among the works it cites.
“Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments” arXiv: 1706.02275
Ryan Lowe et al · 2017
Later among the works it cites.
“Adaptive Mechanism Design: Learning to Promote Cooperation” arXiv: 1806.04067
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Francisco. Miguel, José. Noguera, Toni Llacer and Eduardo Tapia · 2012
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Nicolás Garrido and Luigi Mittone · 2012
Cited alongside, same era.
“Inequality Matters: Report of the World Social Situation 2013”
United Nations · 2013
Cited alongside, same era.
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H. Narasimhan, S. Agarwal and D.. Parkes · 2016
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“Generalized Social Marginal Welfare Weights for Optimal Tax Theory”
Emmanuel Saez and Stefanie Stantcheva · 2016
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David Silver et al · 2017
Cited alongside, same era.
Tobias Baumann, Thore Graepel and John Shawe-Taylor · 2018
Later among the works it cites.
“OpenAI Five”, https://blog.openai.com/openai-five/ , 2018
OpenAI · 2018
Later among the works it cites.
“W2018-1 Matching IRS Statistics of Income Tax Filer Returns with PWBM Simulator Micro-Data Output”, 2018
Jagadeesh Gokhale · 2018
Later among the works it cites.
“Reinforcement Learning: An Introduction” Google-Books-ID: uWV0DwAAQBAJ
Richard Sutton and Andrew Barto · 2018
Later among the works it cites.
“Optimal Auctions Through Deep Learning”
Paul Dütting et al · 2019
Later among the works it cites.
“Grandmaster level in StarCraft II using multi-agent reinforcement learning”
Oriol Vinyals et al · 2019
Later among the works it cites.
“Dynamic Taxation”
Stefanie Stantcheva · 2020
Later among the works it cites.
URL: https://budgetmodel.wharton.upenn.edu/tax-policy-1
“Penn Wharton Budget Model”, 2021 · 2021
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