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相关论文: Regulation of renewable resource exploitation

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We propose a distributionally robust principal agent formulation, which generalizes some common variants of worst-case and Bayesian principal agent problems. We construct a theoretical framework to certify whether any surjective contract…

理论经济学 · 经济学 2024-01-17 Peter Zhang

This paper examines the objective of optimally harvesting a single species in a stochastic environment. This problem has previously been analyzed in Alvarez (2000) using dynamic programming techniques and, due to the natural payoff…

最优化与控制 · 数学 2016-08-02 Richard H. Stockbridge , Chao Zhu

A perfectly rational decision-maker chooses the best action with the highest utility gain from a set of possible actions. The optimality principles that describe such decision processes do not take into account the computational costs of…

人工智能 · 计算机科学 2013-12-25 Jordi Grau-Moya , Daniel A. Braun

We propose a model based on a large number of small competitive producers of renewable energies, to study the effect of subsidies on the aggregate level of capacity, taking into account a cannibalization effect. We first derive a model to…

最优化与控制 · 数学 2023-05-26 Clémence Alasseur , Matteo Basei , Charles Bertucci , Alekos Cecchin

A sequential decision-making agent balances between exploring to gain new knowledge about an environment and exploiting current knowledge to maximize immediate reward. For environments studied in the traditional literature, optimal…

机器学习 · 计算机科学 2024-07-23 Dilip Arumugam , Wanqiao Xu , Benjamin Van Roy

We study the robust regulation of contracts in moral hazard problems. A firm offers a contract to incentivise a worker protected by limited liability. A regulator restricts the set of permissible contracts to (i) improve efficiency and (ii)…

理论经济学 · 经济学 2025-09-17 Théo Durandard , Alexis Ghersengorin

We study the design of decision-making mechanism for resource allocations over a multi-agent system in a dynamic environment. Agents' privately observed preference over resources evolves over time and the population is dynamic due to the…

系统与控制 · 电气工程与系统科学 2020-05-20 Tao Zhang , Quanyan Zhu

In electrical distribution grids, the constantly increasing number of power generation devices based on renewables demands a transition from a centralized to a distributed generation paradigm. In fact, power injection from Distributed…

系统与控制 · 计算机科学 2017-06-30 Riccardo Bonetto , Michele Rossi , Stefano Tomasin , Carlo Fischione

We consider a ubiquitous scenario in the Internet economy when individual decision-makers (henceforth, agents) both produce and consume information as they make strategic choices in an uncertain environment. This creates a three-way…

计算机科学与博弈论 · 计算机科学 2021-04-09 Yishay Mansour , Aleksandrs Slivkins , Vasilis Syrgkanis , Zhiwei Steven Wu

We study the regulation of a monopolistic firm using a robust-design approach. We solve for the policy that minimizes the regulator's worst-case regret, where the regret is the difference between his complete-information payoff minus his…

理论经济学 · 经济学 2019-10-11 Yingni Guo , Eran Shmaya

Agent-based Models (ABMs) are valuable tools for policy analysis. ABMs help analysts explore the emergent consequences of policy interventions in multi-agent decision-making settings. But the validity of inferences drawn from ABM…

机器学习 · 计算机科学 2020-11-09 Osonde A. Osoba , Raffaele Vardavas , Justin Grana , Rushil Zutshi , Amber Jaycocks

Climate change is a major global challenge today. To assess how policies may lead to mitigation, economists have developed Integrated Assessment Models, however, most of the equilibrium based models have faced heavy critiques. Agent-based…

综合经济学 · 经济学 2023-01-23 Karl Naumann-Woleske

A principal provides nondiscriminatory incentives for independent and identical agents. The principal cannot observe the agents' actions, nor does she know the entire set of actions available to them. It is shown, very generally, that any…

理论经济学 · 经济学 2024-01-31 Ashwin Kambhampati

Electricity market modelling is often used by governments, industry and agencies to explore the development of scenarios over differing timeframes. For example, how would the reduction in cost of renewable energy impact investments in gas…

多智能体系统 · 计算机科学 2020-05-22 Alexander J. M. Kell , Matthew Forshaw , A. Stephen McGough

We study a screening problem in which an agent privately observes a set of feasible technologies and can strategically disclose only a subset to the principal. The principal then takes an action whose payoff consequences for both players…

理论经济学 · 经济学 2026-01-23 Tan Gan , Yingkai Li

We consider a stochastic optimal control problem in a market model with temporary and permanent price impact, which is related to an expected utility maximization problem under finite fuel constraint. We establish the initial condition…

数理金融 · 定量金融 2015-10-13 Mourad Lazgham

Problem definition: Accurately modeling consumer behavior in energy operations is challenging due to uncertainty, behavioral heterogeneity, and limited empirical data-particularly in low-frequency, high-impact events. While generative AI…

人工智能 · 计算机科学 2026-03-03 Cong Chen , Omer Karaduman , Xu Kuang

Following the recent literature on make take fees policies, we consider an exchange wishing to set a suitable contract with several market makers in order to improve trading quality on its platform. To do so, we use a principal-agent…

交易与市场微观结构 · 定量金融 2021-03-09 Bastien Baldacci , Dylan Possamaï , Mathieu Rosenbaum

In multiagent systems autonomous agents interact with each other to achieve individual and collective goals. Typical interactions concern negotiation and agreement on resource exchanges. Modeling and formalizing these agreements pose…

计算机科学中的逻辑 · 计算机科学 2024-08-20 Lorenzo Ceragioli , Pierpaolo Degano , Letterio Galletta , Luca Viganò

We develop a model for the industry dynamics in the electricity market, based on mean-field games of optimal stopping. In our model, there are two types of agents: the renewable producers and the conventional producers. The renewable…

最优化与控制 · 数学 2020-04-30 René Aïd , Roxana Dumitrescu , Peter Tankov