A Q-learning-based Algorithm for UAV Path Planning under Obstacle Constraints and Wind Disturbances

Authors: Zeng, Zhihan, Dong, Qian, Boateng, Gordon Owusu, Yu, Limin, Li, Ji, Xia, Jinbao

Source: 2026 International Wireless Communications and Mobile Computing (IWCMC) Wireless Communications and Mobile Computing (IWCMC), 2026 International. :1047-1052 Jun, 2026

Relation: 2026 International Wireless Communications and Mobile Computing (IWCMC)

Electric Vehicle Cluster Charging Load Forecasting Based on Improved Q-Learning Prediction Algorithm

Authors: Zhang, Gubo, Yang, Jianyi, Qiu, Dingchao, Wang, Ziying, Fu, Kuan

Source: 2026 9th International Conference on Advanced Algorithms and Control Engineering (ICAACE) Advanced Algorithms and Control Engineering (ICAACE), 2026 9th International Conference on. :1929-1933 Mar, 2026

Relation: 2026 9th International Conference on Advanced Algorithms and Control Engineering (ICAACE)

Application of an Improved Q-learning Algorithm Integrating Self-Tuning and Dynamic Exploration in University Course Agents

Authors: Guo, Lei, Feng, Zhengying, Wu, Yaping, Xu, Tianyang

Source: 2026 1st International Conference on Artificial Intelligence and Computing (AIC) Artificial Intelligence and Computing (AIC), 2026 1st International Conference on. :221-225 Apr, 2026

Relation: 2026 1st International Conference on Artificial Intelligence and Computing (AIC)

Balancing Global and Local Search via Q-Learning in Evolutionary Algorithms for Air Defense Resource Assignment Problems

Authors: Zheng, N., Wang, R., Li, K., Li, W., Luo, T., Deng, H.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 56(8):4891-4904 Aug, 2026

Kinematic Calibration of Industrial Robots Based on a Q-Learning Enhanced Coati Optimization Algorithm

Authors: Shi, Junjie, Liu, Fei, Gao, Guanbin, Zhang, Qinglong

Source: 2026 IEEE 15th Data Driven Control and Learning Systems (DDCLS) Data Driven Control and Learning Systems (DDCLS), 2026 IEEE 15th. :1006-1011 May, 2026

Relation: 2026 IEEE 15th Data Driven Control and Learning Systems (DDCLS)

Integrated trucks assignment and scheduling problem with mixed service mode docks: A Q-learning based adaptive large neighborhood search algorithm: A Q-learning based adaptive large neighborhood search algorithm

Authors: Yueyi Li, Mehrdad Mohammadi, Xiaodong Zhang, Yunxing Lan, Willem van Jaarsveld

Source: European Journal of Operational Research. 333:117-137

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Adaptive large neighborhood search, Optimization and Control (math.OC), Q-Learning algorithm, FOS: Mathematics, Truck assignment and scheduling, Mixed service mode, Mathematics - Optimization and Control, Assignment, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2412.09090
https://research.tue.nl/en/publications/72ff8157-c154-45bf-8f8e-ff89e6eefc6e
https://doi.org/10.1016/j.ejor.2025.12.036

Adaptive Genetic Algorithm With Q_Learning and Dynamic Catastrophe for Multi-Compartment Vehicle Routing Problem With Flexible Compartment Sizes

Authors: Huang, Lishi, Guo, Ning, Qian, Bin

Source: 2026 38th Chinese Control and Decision Conference (CCDC) Chinese Control and Decision Conference (CCDC), 2026 38th. :3526-3533 May, 2026

Relation: 2026 38th Chinese Control and Decision Conference (CCDC)

Knowledge-guided Multi-objective Q-learning Algorithm for Solving Flexible Job-shop Scheduling

Authors: Wang, Zhibing, Xiao, Peng

Source: 2026 29th International Conference on Computer Supported Cooperative Work in Design (CSCWD) Computer Supported Cooperative Work in Design (CSCWD), 2026 29th International Conference on. :2388-2393 May, 2026

Relation: 2026 29th International Conference on Computer Supported Cooperative Work in Design (CSCWD)

Adaptive Synchronverter Algorithm with Q-learning for University Microgrid

Authors: Frasetyo, Mohd.Brado, Wijaya, Fransisco Danang, Ali, Husni Rois

Source: 2026 International Power Electronics Conference (IPEC-Nagasaki 2026 - ECCE Asia) Power Electronics Conference (IPEC-Nagasaki 2026- ECCE Asia), 2026 International. :1-7 May, 2026

Relation: 2026 International Power Electronics Conference (IPEC-Nagasaki 2026- ECCE Asia)

Research on Improved Q-Learning Algorithm Based on Potential Function Guidance and Gradient Descent Smoothing for Mobile Robot Path Planning

Authors: Huang, Zibo, Wu, Shuai, Ye, Zijing, Zhan, Shaowei

Source: 2026 IEEE International Conference on Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI) Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI), 2026 IEEE International Conference on. :1-6 May, 2026

Relation: 2026 IEEE International Conference on Pattern Recognition, Machine Vision and Artificial Intelligence (PRMVAI)

A Tri-Stage Cooperative Optimization Algorithm With Q-Learning Mechanism for the Multiobjective Distributed Flexible Job Shop Scheduling With Worker Factors

Authors: Zhao, F., Gao, J., Wang, L., Sang, H.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 56(3):1911-1925 Mar, 2026

A Q-Learning-Based Adaptive Ant Colony Algorithm for Electric Vehicle Routing Planning

Authors: Zhang, Yaxuan, Tian, Ye, Zhang, Ziting

Source: 2025 International Conference on Big Data and Data Mining (BDDM) Big Data and Data Mining (BDDM), 2025 International Conference on. :1-6 Dec, 2025

Relation: 2025 International Conference on Big Data and Data Mining (BDDM)

Evolving Maze Environments for Deep Q-Learning via Evolutionary Algorithms

Authors: Huang, Yan-Shun, Harn, Po-Wei

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :401-404

Availability: http://dl.acm.org/doi/10.1145/3795101.3805460

Improving Learning Efficiency Driven by Multidimensional Data Based on Q-Learning Reinforcement Learning Algorithm and AI Intelligent Tutoring System

Authors: Han, Bo

Source: 2025 International Conference on Power, Electrical Engineering, Electronics and Control (PEEEC) PEEEC Power, Electrical Engineering, Electronics and Control (PEEEC), 2025 International Conference on. :574-578 Dec, 2025

Relation: 2025 International Conference on Power, Electrical Engineering, Electronics and Control (PEEEC)

Q-Learning-Based Parameter Tuning of Alpha and Beta in Ant Colonization Algorithm and Inverse Ant Algorithm for Optimized Pathfinding

Authors: Espejon, Kent T., Jayoma, Jaymer M., Moyon, Elber S.

Source: 2025 9th International Artificial Intelligence and Data Processing Symposium (IDAP) Artificial Intelligence and Data Processing Symposium (IDAP), 2025 9th International. :1-7 Sep, 2025

Relation: 2025 9th International Artificial Intelligence and Data Processing Symposium (IDAP)

Improved Q-learning Algorithm based for Permutation Flow Shop Scheduling Problem

Authors: Zhao, Anran, Xu, Tongming, Li, Bozhao, Lu, Yang, Feng, Huanhu, Jing, Kun

Source: 2025 International Conference on Intelligent Control and Computing Science (ICICCS) Intelligent Control and Computing Science (ICICCS), 2025 International Conference on. :24-28 Nov, 2025

Relation: 2025 International Conference on Intelligent Control and Computing Science (ICICCS)

A Hybrid Kepler Optimization Algorithm Based on Q-Learning for Solving Permutation Flow Shop Scheduling Problems

Authors: Qi, X., Zhang, Z., Zhang, J., Song, Y.

Source: IEEE Access Access, IEEE. 14:78242-78259 2026

Q-Learning Hyper-Heuristics for Efficient Algorithm Selection in Aliased Spectra

Authors: Xia, Yu, Liu, Yawen, Sun, Bin

Source: 2025 5th International Conference on Measurement Control and Instrumentation (MCAI) Measurement Control and Instrumentation (MCAI), 2025 5th International Conference on. :225-229 Nov, 2025

Relation: 2025 5th International Conference on Measurement Control and Instrumentation (MCAI)

Improvement Mechanism of The Giza Pyramids Construction With Using Q-Learning Algorithm

Authors: Shahrian, Masoud, Jalilvand, Abbas

Source: 2025 7th International Conference on Pattern Recognition and Image Analysis (IPRIA) Pattern Recognition and Image Analysis (IPRIA), 2025 7th International Conference on. :1-5 Sep, 2025

Relation: 2025 7th International Conference on Pattern Recognition and Image Analysis (IPRIA)

Mobility-Aware Routing in Underwater Wireless Sensor Networks using Q-Learning Algorithm

Authors: Kapileswar, Nellore, Simon, Judy

Source: 2025 6th International Conference on Electronics and Sustainable Communication Systems (ICESC) Electronics and Sustainable Communication Systems (ICESC), 2025 6th International Conference on. :1539-1544 Sep, 2025

Relation: 2025 6th International Conference on Electronics and Sustainable Communication Systems (ICESC)