Computational Aspects of Extending the Shapley Value to Coalitional Games with Externalities
, 2010 Until recently, computational aspects of the Shapley value were only studied under the assumption that there are no externalities from coalition formation, i.e., that the value of any coalition is independent of other coalitions in the system.
Rahwan, Talal +4 more
core +1 more source
Differences in learning characteristics between support vector machine and random forest models for compound classification revealed by Shapley value analysis. [PDF]
Sci Rep, 2023 Siemers FM, Bajorath J.
europepmc +1 more source
An anytime approximation method for the inverse Shapley value problem
, 2008 Coalition formation is the process of bringing together two or more agents so as to achieve goals that individuals on their own cannot, or to achieve them more efficiently.
Jennings, N. R. +3 more
core
Advanced Energy Materials, EarlyView.In this work, we developed a phase‐stability predictor by combining machine learning and ab initio thermodynamics approaches, and identified the key factors determining the favorable phase for a given composition. Specifically, a lower TM ionic potential, higher Na content, and higher mixing entropy favor the O3 phase.
Liang‐Ting Wu +6 more
wiley +1 more source
Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach. [PDF]
STAR Protoc, 2022 Mastropietro A, Pasculli G, Bajorath J.
europepmc +1 more source
Shapley-Value Decompositions of Changes in Wage Distributions: A Note [PDF]
This note shows how the Shapley-value can be applied to the regression-based methods that are often used to decompose changes in wage distributions. The method remedies the path-dependency exhibited by existing approaches that compute the contributions ...
Francesco Devicienti
core
Smart Exploration of Perovskite Photovoltaics: From AI Driven Discovery to Autonomous Laboratories
Advanced Energy Materials, EarlyView.In this review, we summarize the fundamentals of AI in automated materials science, and review AI applications in perovskite solar cells. Then, we sum up recent progress in AI‐guided manufacturing optimization, and highlight AI‐driven high‐throughput and autonomous laboratories.
Wenning Chen +4 more
wiley +1 more source
Analyzing cooperative game theory solutions: core and Shapley value in cartesian product of two sets
Frontiers in Applied Mathematics and StatisticsThe core and the Shapley value stand out as the most renowned solutions for addressing sharing problems in cooperative game theory. These concepts are widely acknowledged for their effectiveness in tackling negotiation, resource allocation, and power ...
Mekdad Slime +2 more
doaj +1 more source
Equitable Distribution in a Three Players Problem
Studies in Logic, Grammar and Rhetoric, 2014 Jazz band is a 3 player superadditive game in characteristic function form. Three players have to divide the payoff they can get, while being in a grand coalition, provided their individual and duo coalitions payoffs are known.
Szopa Marek
doaj +1 more source
Applied Economic Perspectives and Policy, EarlyView.ABSTRACT To increase farmer adoption of green practices, the EU Common Agricultural Policy includes both mandatory (conditionality) and voluntary instruments (eco‐schemes–ECS– and more demanding, multi‐annual agri‐environment‐climate measures –AECM–). Building on the experiment of Barreiro‐Hurle et al.
L. Sanchez‐Mata +4 more
wiley +1 more source