Dynamic UAV deployment for differentiated services: A multi-agent imitation learning based approach

X Wang, Z Ning, S Guo, M Wen, L Guo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) have been utilized to serve on-ground users with various
services, eg, computing, communication and caching, due to their mobility and flexibility. The …

Global dynamics and synchronization in a duopoly game with bounded rationality and consumer surplus

Y Cao, W Zhou, T Chu, Y Chang - International Journal of …, 2019 - World Scientific
Based on the oligopoly game theory, a dynamic duopoly Cournot model with bounded
rationality and consumer surplus is established. On the one hand, the type and the stability …

Analysis of a dynamics duopoly game with two content providers

H Garmani, DA Omar, M El Amrani, M Baslam… - Chaos, Solitons & …, 2020 - Elsevier
This paper explores the idea of Bertrand duopoly in a context of bounded rationality, where
two content providers (CP) endeavor to maximize their own profit. Each CP varies his price …

Learning in nonzero-sum stochastic games with potentials

DH Mguni, Y Wu, Y Du, Y Yang… - International …, 2021 - proceedings.mlr.press
Multi-agent reinforcement learning (MARL) has become effective in tackling discrete
cooperative game scenarios. However, MARL has yet to penetrate settings beyond those …

A duopoly game with heterogeneous green supply chains in optimal price and market stability with consumer green preference

Y Wang, G Hou - Journal of Cleaner Production, 2020 - Elsevier
As environmental problems exponentially rising, the necessity of environmental protection
and green purchase behavior is addressed by the increasing consumers. This paper aims to …

Bifurcation, intermittent chaos and multi-stability in a two-stage Cournot game with R&D spillover and product differentiation

J Zhou, W Zhou, T Chu, Y Chang, M Huang - Applied Mathematics and …, 2019 - Elsevier
In this paper, a dynamical two-stage Cournot duopoly game with R&D spillover effect and
product differentiation is established. The stability of all the equilibrium points is studied …

Stability, multi-stability and instability in Cournot duopoly game with knowledge spillover effects and relative profit maximization

H Li, W Zhou, AA Elsadany, T Chu - Chaos, Solitons & Fractals, 2021 - Elsevier
A dynamic Cournot duopoly model with isoelastic demand function and knowledge spillover
effects is established, in which the goals of two enterprises are relative profit maximization …

On the stability and multistability in a duopoly game with R&D spillover and price competition

W Zhou, XX Wang - Discrete Dynamics in Nature and Society, 2019 - Wiley Online Library
In this paper, a dynamical two‐stage game with R&D competition and joint profit
maximization is built. The stability of all the equilibrium points is discussed through Jury …

[HTML][HTML] Dynamic investigations in a duopoly game with price competition based on relative profit and profit maximization

SS Askar, A Al-Khedhairi - Journal of Computational and Applied …, 2020 - Elsevier
This paper introduces an attempt to investigate the complex dynamics of a nonlinear
duopoly game of players (firms) adopting prices as their decision variables. Two different …

Complex dynamics analysis for a two-stage Cournot duopoly game of semi-collusion in production

Y Zhang, W Zhou, T Chu, Y Chu, J Yu - Nonlinear Dynamics, 2018 - Springer
In this paper, a two-stage oligopoly game of semi-collusion in production is analyzed and
expounded, where at first stage all firms compete in R&D and at second stage all firms …