Decision‐making Algorithms

Source: Algorithms for Smart World Technologies. Sep 18, 2026

Nonlinear Model Predictive Control for Energy Optimization of Hybrid Electric Vehicles on Repeated Routes via Value Function Approximation

Authors: Park, S., Kwon, S., Kim, Y., Han, K.

Source: IEEE Transactions on Transportation Electrification IEEE Trans. Transp. Electrific. Transportation Electrification, IEEE Transactions on. 12(5):7762-7774 Oct, 2026

Recent Advances on Off-Policy Reinforcement Learning for Optimization Control

Authors: Luo, B., Liu, D., Wu, H., Huang, T., Yang, C., Gui, W.

Source: IEEE Transactions on Cybernetics IEEE Trans. Cybern. Cybernetics, IEEE Transactions on. 56(9):5296-5309 Sep, 2026

Congestion-Adaptive Reinforcement Learning-Based Intelligent Routing in Communication Networks

Authors: Ranjan, Shreyanshu, Bajoria, Sparsh, Raj, Yash, Raj, Prateek, Bandopadhaya, Anjan

Source: 2026 IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE) North-East India International Energy Conversion Conference and Exhibition (NE-IECCE), 2026 IEEE. :1-6 Jun, 2026

Relation: 2026 IEEE North-East India International Energy Conversion Conference and Exhibition (NE-IECCE)

PGPE-FA-TN-OP: Target Networks and Off-Policy Learning for Parameter-Exploring Policy Gradients with Function Approximation

Authors: Cao, Chengyue, Maksim, Galaktionov, Shi, Zhenxing, He, Zeyan, Wang, Yuan, Zhao, Tingting

Source: 2026 6th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA) Artificial Intelligence, Big Data and Algorithms (CAIBDA), 2026 6th International Conference on. :825-828 Jun, 2026

Relation: 2026 6th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA)

A New Cooperative Control for Nonlinear Pursuit–Evasion Game with Communication-Based Coordination

Authors: Gao, Youran, Zhang, Kun

Source: 2026 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC) Complex Systems and Intelligent Science (CSIS-IAC), 2026 International Annual Conference on. :681-686 May, 2026

Relation: 2026 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC)

Adaptive Value Function Discrepancy Correction for Model-Based Offline Reinforcement Learning

Authors: Li, Houlin, Huang, Longyang, Pang, Ning, Zhang, Weidong

Source: 2026 38th Chinese Control and Decision Conference (CCDC) Chinese Control and Decision Conference (CCDC), 2026 38th. :1-8 May, 2026

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

Unifying Model-Free Efficiency and Model-Based Representations via Latent Dynamics

Authors: Acharjee, Jashaswimalya, Ravindran, Balaraman

Source: Proc. of the 25th International Conference on Autonomous Agents and Multiagent Systems. :238-244

Availability: http://dl.acm.org/doi/10.65109/OSSS8091

11 On One Procedure for Generating Aggregate ε-subgradients

Source: Information Processing and Optimization in Control Solutions. Sep 28, 2026

Bayesian Multitarget Tracking via Labeled Random Finite Set

Source: Advanced Techniques in Tracking and Sensor Management. Aug 31, 2026

Data-Driven Microgrid Operation Toward Optimized Battery Energy Storage Lifetime Degradation

Authors: Xue, X., Xu, Y.

Source: IEEE Transactions on Smart Grid IEEE Trans. Smart Grid Smart Grid, IEEE Transactions on. 17(4):2682-2692 Jul, 2026

The Geometry of Linear Functions and Linear Classifiers

Source: Machine Learning. May 01, 2026

Network-based optimal control of pollution growth

Authors: Fausto Gozzi, Marta Leocata, Giulia Pucci

Source: European Journal of Operational Research. 332:1032-1047

Subject Terms: FOS: Economics and business, Optimal control problems, Value function, Graphs and networks, Pollution control, Transboundary pollution, 13. Climate action, Optimization and Control (math.OC), Optimization and Control, FOS: Mathematics, Theoretical Economics (econ.TH), Theoretical Economics

File Description: application/pdf

Access URL: http://arxiv.org/abs/2406.15338

Optimal State Equation for the Control With Two Distinct Dynamic Systems

Authors: Chen, Z., Wu, P., Zhang, W., Zhou, X.

Source: IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 71(3):1497-1511 Mar, 2026

Value Decomposition-Based Multi-Agent Learning for Anesthetics Collaborative Control

Authors: Li, H., Yu, Y., Shi, S., Hu, A., Huo, J., Lin, W., Wu, C., Luo, W.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 30(3):2167-2180 Mar, 2026

An ADMM method for critical node group identification in multilayer networks

Authors: Wang, Keyi, Zhao, Junjie, Ni, Guyan

Source: 2025 International Conference on Applied Statistics, Modeling and Advanced Algorithms (ASMA) Applied Statistics, Modeling and Advanced Algorithms (ASMA), 2025 International Conference on. :162-165 Nov, 2025

Relation: 2025 International Conference on Applied Statistics, Modeling and Advanced Algorithms (ASMA)

Value Function Shaping-Based Backdoor Attacks on Deep Reinforcement Learning for UAV Navigation

Authors: Hu, Bo, Pang, Jianmin

Source: Proceedings of the 2026 18th International Conference on Computer Research and Development. :192-198

Availability: http://dl.acm.org/doi/10.1145/3796263.3796290

Mitigating Q-Value Overestimation through Latent Causal Modeling in Deep Reinforcement Learning

Authors: Cai, Ruichu, Lin, Fuyi, Chen, Wei, Qiao, Jie, Zhu, Haipeng, Hao, Zhifeng

Source: 2025 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2025 International Joint Conference on. :1-8 Jun, 2025

Relation: 2025 International Joint Conference on Neural Networks (IJCNN)

Safe Neurosymbolic Learning and Control

Source: Neurosymbolic AI. Apr 03, 2026

Multiagent Reinforcement Learning with Vickrey-Clarke-Groves Auction for Quotation Decision Optimization in P2P Energy Markets

Authors: Mistry, Vrushank, Shah, Dhruv, Archana, P., C K, Sarumathiy., G, Chandrashekar.

Source: 2025 2nd International Conference on Software, Systems and Information Technology (SSITCON) Software, Systems and Information Technology (SSITCON), 2025 2nd International Conference on. :1-7 Oct, 2025

Relation: 2025 2nd International Conference on Software, Systems and Information Technology (SSITCON)