This paper presents an Energy Management (EM) strategy for residential microgrid systems
using Model Predictive Control (MPC)-based Reinforcement Learning (RL) and Shapley …

Data valuation, or the valuation of individual datum contributions, has seen growing interest
in machine learning due to its demonstrable efficacy for tasks such as noisy label detection …

With the emergence of energy communities, where a number of prosumers invest in shared
renewable generation capacity and battery storage, the issue of fair allocation of benefits …

The Shapley value is arguably the most central normative solution concept in cooperative
game theory. It specifies a unique way in which the reward from cooperation can be" fairly" …

Abstract The Shapley value (Shapley in Ann Math Stud 2: 28, 1953) is one of the most
prominent one-point solution concepts in cooperative game theory that divides revenues (or …

In this work, we adopt a cooperative game theoretic approach in order to tackle the social
ridesharing (SR) problem, where a set of commuters, connected through a social network …

One of the central challenges in online advertising is attribution, namely, assessing the
contribution of individual advertiser actions including emails, display ads and search ads to …

We consider the problem of designing distribution rules to share “welfare”(cost or revenue)
among individually strategic agents. There are many known distribution rules that guarantee …

We consider an investment process that includes a number of features, each of which can
be active or inactive. Our goal is to attribute or decompose an achieved performance to each …

We consider the computational issues that arise in using the Shapley value in practical
applications. Calculating the Shapley value involves computing the value of an exponential …