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Strategic Implementation of Super-Agents in Heterogeneous Multi-Agent Training for Advanced Military Simulation Adaptability
Published 2025-01-01“…This study focuses on the application of reinforcement learning in tactical military simulation environments involving heterogeneous multi-agent systems. Optimizing Heterogeneous Multi-Agent Training (HMAT) through scenario-specific adjustments to the Proximal Policy Optimization (PPO) algorithm, we tackle the complexity of tactical simulations. …”
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3503
Spatial pattern and heterogeneity of green view index in mountainous cities: a case study of Yuzhong district, Chongqing, China
Published 2025-04-01“…This study investigates the spatial heterogeneity of the GVI and its influencing factors in Yuzhong District, Chongqing, a mountainous city in China. Deep learning algorithms were employed to calculate the green visibility of street view images, and Geographic Weighted Regression (GWR) and the Optimal Parameter-Based Geodetector (OPGD) were utilized to analyze the relationships between GVI and factors such as road physical attributes, the Normalized Difference Vegetation Index (NDVI), and topographic features. …”
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3504
The outcome prediction method of football matches by the quantum neural network based on deep learning
Published 2025-06-01“…During the model training phase, gradient descent is used to optimize weight parameters, and quantum algorithms are integrated to continuously adjust network weights to minimize prediction errors. …”
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3505
Real‐Time Parameter Identification and State of Charge Estimation of Electric Vehicle Batteries
Published 2025-08-01“…The fixed forgetting factor RLS (FFRLS) algorithm is implemented with two different forgetting factor (FF) values, while the VFFRLS method utilizes different initial FF values. …”
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3506
Interacting Large Language Model Agents. Bayesian Social Learning Based Interpretable Models
Published 2025-01-01Get full text
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3507
How many grid-forming converters are needed? – A techno-economic perspective
Published 2025-06-01Get full text
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3508
Spaceborne THz-ISAR Imaging of Space Target with Joint Motion Compensation Based on FrFT and GWO
Published 2025-06-01“…Finally, with SWE serving as the fitness function, the Grey Wolf Optimizer (GWO) algorithm is used to search for optimal estimated translation parameters. …”
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3509
Transceiver Design for an FDA-MIMO Radar and MIMO Communication Spectral Coexistence System
Published 2025-08-01“…In addition, the communication transmission codebook is approximated using an inequality theorem, and the radar transmission waveform is optimized using Taylor expansion and relaxation algorithms. …”
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3510
Hierarchical GraphCut Phase Unwrapping Based on Invariance of Diffeomorphisms Framework
Published 2025-01-01“…Existing methods typically involve a trade-off between speed and accuracy: Fast approaches lack precision, while accurate algorithms are too slow for real-time use. …”
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3511
Dynamic Deformation Analysis of Super High-Rise Buildings Based on GNSS and Accelerometer Fusion
Published 2025-04-01“…To accurately capture the dynamic displacement of super-tall buildings under complex conditions, this study proposes a data fusion algorithm that integrates NRBO-FMD optimization with Adaptive Robust Kalman Filtering (ARKF). …”
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3512
Remote Sensing Image Detection Method Combining Dynamic Convolution and Attention Mechanism
Published 2025-01-01“…This paper proposes an improved YOLOv8 algorithm, incorporating adaptive feature extraction and multi-scale fusion modules to enhance feature representation, effectively capturing the details of small objects. …”
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3513
Synthesis of the Spatial Arrangement of Magnetic Field Sensors for Active Magnetic Field Shielding Systems of Overhead Power Lines
Published 2024-02-01“…Solution of the minimax vector optimization problem, calculated on the basis of optimization algorithms for a multi-swarm of particles from Pareto-optimal solutions, taking into account the parameters of binary relations. …”
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3514
Tomato leaf disease detection method based on improved YOLOv8n
Published 2025-07-01“…To address this issue, this paper proposes an optimized YOLOv8n algorithm, incorporating a C2f-DynamicConv optimization module. …”
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3515
Method and application of stability prediction model for rock slope
Published 2025-05-01“…To accurately and efficiently predict the stability state of slopes, we propose a combined model that integrates the Newton–Raphson optimization algorithm (NRBO) with an optimized extreme gradient boosting tree (XGBoost). …”
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MANET Routing Protocols’ Performance Assessment Under Dynamic Network Conditions
Published 2025-03-01“…This study evaluates the performance of eight MANET routing protocols: Optimized Link State Routing (OLSR), Destination-Sequenced Distance Vector (DSDV), Ad Hoc On-Demand Distance Vector (AODV), Dynamic Source Routing (DSR), Ad Hoc On-Demand Multipath Distance Vector (AOMDV), Temporally Ordered Routing Algorithm (TORA), Zone Routing Protocol (ZRP), and Geographic Routing Protocol (GRP). …”
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3517
Memory-Efficient Batching for Time Series Transformer Training: A Systematic Evaluation
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3518
Quantum Computing and Machine Learning in Medical Decision-Making: A Comprehensive Review
Published 2025-03-01Get full text
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Automatic Scheduling Method for Customs Inspection Vehicle Relocation Based on Automotive Electronic Identification and Biometric Recognition
Published 2024-10-01“…The proposed method utilizes genetic algorithms and intelligent optimization techniques to dynamically allocate resources and prioritize vehicle movements based on real-time data. …”
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