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A transparent alternative to neural networks with an application to predicting volatility

Czasonis, Megan; Kritzman, Mark; Turkington, David - 2024 - This version: September 12, 2024

Persistent link: https://www.econbiz.de/10015101048

A Graph Reinforcement Learning Framework for Neural Adaptive Large Neighbourhood Search

Johnn, Syu-Ning; Darvariu, Victor-Alexandru; Handl, Julia; … - In: Computers & operations research : an international journal 172 (2024), pp. 1-18

Persistent link: https://www.econbiz.de/10015066770

Model-based graph reinforcement learning for inductive traffic signal control

Devailly, François-Xavier; Larocque, Denis; Charlin, … - 2022

Persistent link: https://www.econbiz.de/10013410880

Learning to schedule job-shop problems : representation and policy learning using graph neural network and reinforcement learning

Park, Junyoung; Chun, Jaehyeong; Kim, Sang Hun; Kim, … - In: International journal of production research 59 (2021) 11, pp. 3360-3377

Persistent link: https://www.econbiz.de/10012589157

COIL : a deep architecture for column generation

Babaki, Behrouz; Charlin, Laurent; Jena, Sanjay Dominik - 2022

Persistent link: https://www.econbiz.de/10013366318

Dynamic routing and wavelength assignment with reinforcement learning

Kafaei, Peyman; Cappart, Quentin; Chapados, Nicolas; … - In: INFORMS journal on optimization 6 (2024) 1, pp. 1-18

Persistent link: https://www.econbiz.de/10014480146

Dynamic graph reinforcement learning algorithm for portfolio management : a novel time-frequency correlated model

Ma, Cong; Nan, Shijing - In: Finance research letters 63 (2024), pp. 1-12

Persistent link: https://www.econbiz.de/10014531565

Physics-informed graph neural operator for mean field games on graph : a scalable learning approach

Chen, Xu; Liu, Shuo; Di, Xuan - In: Games 15 (2024) 2, pp. 1-12

Mean-field games (MFGs) are developed to model the decision-making processes of a large number of interacting agents in multi-agent systems. This paper studies mean-field games on graphs (𝒢-MFGs). The equilibria of 𝒢-MFGs, namely, mean-field equilibria (MFE), are challenging to solve for...

Persistent link: https://www.econbiz.de/10015271356

The minority game unpacked : coordination and competition in a team-based experiment

Devetag, Giovanna; Pancotto, Francesca; Brenner, Thomas - 2011

rule. Team discussions are recorded and their content analyzed to detect evidence of strategy co-evolution among teams … egocentric instead. Our results contribute to the understanding of coordination dynamics resting on heterogeneity and co-evolution …

Persistent link: https://www.econbiz.de/10011734522

Evidence for ecological learning and domain specificity in rational asset pricing and market efficiency

Goodman, James - In: The journal of socio-economics 48 (2014), pp. 27-39

Persistent link: https://www.econbiz.de/10010442982