Drones Tracking Adaptation Using Reinforcement Learning: Proximal Policy optimization حسب Alhadhrami, Esra Ebrahim

"…The Q value plays a crucial role in estimating future state values within a Kalman filter tracking system. Proximal Policy Optimization (PPO), a state-of-the-art policy optimization algorithm, was employed to determine the optimal Q value that enhances tracking performance, as measured by Root Mean Square Error (RMSE). …"
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Energy storage technologies: An integrated survey of developments, global economical/environmental effects, optimal scheduling model, and sustainable adaption policies حسب Mohammad, Amir

"…This proposed study also provides useful and practical information to readers, engineers, and practitioners on the global economic effects, global environmental effects, organization resilience, key challenges, and projections of energy storage technologies. An optimal scheduling model is also proposed. Policies for sustainable adaptation are then described. …"
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Energy storage technologies: An integrated survey of developments, global economical/environmental effects, optimal scheduling model, and sustainable adaption policies حسب Mohammad Amir (12418899)

"…This proposed study also provides useful and practical information to readers, engineers, and practitioners on the global economic effects, global environmental effects, organization resilience, key challenges, and projections of energy storage technologies. An optimal scheduling model is also proposed. Policies for sustainable adaptation are then described. …"

Blood Glucose Regulation Modelling and Intelligent Control حسب Nasar, Nabeel

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On Optimal Firewall Rule Ordering حسب El-Alfy, E.S.M.

"…In today's online connected world, almost all corporate networks use some form of perimeter firewalls to manage Internet connections and enforce a security policy at the corporate gateway. Although it can considerably enhance network security and protect business-critical information, a firewall with thousands of rules can become a bottleneck for network performance. …"
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On Optimal Firewall Rule Ordering حسب El-Alfy, E.-S.M.

"…In today's online connected world, almost all corporate networks use some form of perimeter firewalls to manage Internet connections and enforce a security policy at the corporate gateway. Although it can considerably enhance network security and protect business-critical information, a firewall with thousands of rules can become a bottleneck for network performance. …"
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Inventory optimization. (c2018) حسب Indus, Karina

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RL-Based Adaptive UAV Swarm Formation and Clustering for Secure 6G Wireless Communications in Dynamic Dense Environments حسب Zain Ul Abideen Tariq (17984107)

Secrecy Performance of Decode-and-Forward Based Hybrid RF/VLC Relaying Systems حسب Jaber Al-Khori (16855470)

Adaptive PPO With Multi-Armed Bandit Clipping and Meta-Control for Robust Power Grid Operation Under Adversarial Attacks حسب Mohamed Massaoudi (16888710)

"…This paper proposes a novel composite enhanced proximal policy optimization (CePPO) algorithm to improve power grid operation under adversarial conditions. …"

Studying Dynamics of Multi-Agent Learning in Networks حسب SADLAH, SIMA IBRAHIM ABDEL KARIM

"…In the last few years few researchers’ attempts have emerged to explain the behaviors of agents in artificial networks and to optimize agent’s performance using policies learning and adaption methodology or optimizing the overall network’s performance using self-organization techniques. …"
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Planning and Optimizing Electric-Vehicle Charging Infrastructure Through System Dynamics حسب Heba M. Abdullah (16896384)

"…Economic and environmental indicators are used for evaluating policy choices. The findings in the paper show that the proposed planning framework can find the optimum staging plan for EV and PV infrastructure based on the policy choices. …"

Clustering and Stochastic Simulation Optimization for Outpatient Chemotherapy Appointment Planning and Scheduling حسب Majed Hadid (17148364)

"…The integrated consideration of the available capacity, resources planning, scheduling policy, drug preparation requirements, and resources-to-patients assignment can improve the Outpatient Chemotherapy Process’s (OCP’s) overall performance due to interdependencies. …"

Reinforcement Learning for Resilient Aerial-IRS Assisted Wireless Communications Networks in the Presence of Multiple Jammers حسب Zain Ul Abideen Tariq (17984107)

"…Hence, we leverage the light-weight Deep Reinforcement Learning (DRL) technique called Deep Deterministic Policy Gradient (DDPG) to optimize trajectory and IRS phase shifts and achieve multiple objectives jointly. …"

The Impact of Effective Leadership on Student Achievement حسب ALOMAR, NISRIN

"…This aims to ensure optimal leadership efficiency while working with underperforming schools to enhance students’ learning outcomes.…"
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A Hierarchical Optimization Model for a Network of Electric Vehicle Charging Stations حسب Cuiyu Kong (19686979)

"…In the second layer, we use a queuing model and introduce a resource allocation framework to optimally provision the limited grid resources. In the third layer, we consider the battery charging dynamics and develop a station policy to maximize the profit by setting maximum charging levels. …"

Impact of considering need for work and risk on performance of construction contractors حسب Awwad, Rita

"…Results suggest that the optimal policy is moderation in both dimensions of risk attitude and need for work.…"
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Climate Change Implications for Optimal Sizing of Residential Rooftop Solar Photovoltaic Systems in Qatar حسب Muhammad Imran Khan (614396)

"…An integrated modelling approach is employed, combining building energy simulation, PV system optimization, and performance assessment under varying climate scenarios. …"

Integrated economic and environmental models for a multi stage cold supply chain under carbon tax regulation حسب Hariga, Moncer

"…As such, classical inventory models wherein the sole measure of performance is cost minimization are no longer appropriate to handle such emerging and pressing issue. …"
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Integrated modelling for sustainability assessment and decision making of alternative fuel buses حسب Elagouz, Noura

"…The Interval-Valued Neutrosophic Fuzzy (IVNF)-Analytic Hierarchy Process with the Combined Compromise Solution (CoCoSo) approach is used to rank the alternative fuel buses based on their corresponding sustainability performance. The proposed model will help in quantitatively capturing the macro-level life cycle socioeconomic and environmental impacts along with optimally selecting alternatives to support sustainable urban transport policy towards a net-zero transportation system globally.…"
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