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1

LLM-Driven Automated Penetration Testing: Architectures, Benchmarks, and Safety Considerations
Segireddy, Akshitha
2025 10th International Conference on Smart Structures and Systems (ICSSS) Smart Structures and Systems (ICSSS), 2025 10th International Conference on. :1-8 Dec, 2025

*Conference*
2

Degradation-Aware Operation of Second-Life BESS as a Sequential Decision Making Problem
Kortmann, Steffen ; Albant, Selen ; Schmidtke, Florian ; et al.
2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe) PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2025 IEEE. :1-5 Oct, 2025

*Conference*
3

Real-Time Anomaly Detection in Physiological Signals Using Deep Reinforcement Learning for Intelligent Healthcare Monitoring
Pandey, Krishna ; Kumari, Suman ; Joshi, Rahul
2025 5th International Conference on Emerging Research in Electronics, Computer Science and Technology (ICERECT) Emerging Research in Electronics, Computer Science and Technology (ICERECT), 2025 5th International Conference on. :1-7 Sep, 2025

*Conference*
4

Time-Critical and Confidence-Based Abstraction Dropping Methods
Schmocker, Robin ; Kampmann, Lennart ; Dockhorn, Alexander
2025 IEEE Conference on Games (CoG) Games (CoG), 2025 IEEE Conference on. :1-8 Aug, 2025

*Conference*
5

Sequential Pixel Perturbations via Reinforcement Learning for Targeted Manipulation of Image-Based Recommender Systems
Pawar, Varad ; Thakur, Gour Sundar Mitra ; Banerjee, Abhijit
2025 International Conference on Computing, Intelligence, and Application (CIACON) Computing, Intelligence, and Application (CIACON), 2025 International Conference on. :1-8 Jul, 2025

*Conference*
6

Position Paper: Rethinking Privacy in RL for Sequential Decision-making in the Age of LLMs
Fan, Flint Xiaofeng ; Tan, Cheston ; Wattenhofer, Roger ; et al.
2025 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2025 International Joint Conference on. :1-8 Jun, 2025

*Conference*
7

A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks
Felizardo, Leonardo Kanashiro ; Fadda, Edoardo ; Brandimarte, Paolo ; et al.
2025 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2025 International Joint Conference on. :1-8 Jun, 2025

*Conference*
8

Dynamic A* Heuristic Function Optimization Based on Deep Reinforcement Learning and Path Planning in Uncertain Environments
Li, Wenhan
2025 5th International Symposium on Computer Technology and Information Science (ISCTIS) Computer Technology and Information Science (ISCTIS), 2025 5th International Symposium on. :145-149 May, 2025

*Conference*
9

Multi-View Fusion SAR Target Recognition Method with LSTM Temporal Decision-Making
Qu, Chunhui ; Ai, Zhanyang ; Su, Keyu ; et al.
2025 6th International Conference on Geology, Mapping and Remote Sensing (ICGMRS) Geology, Mapping and Remote Sensing (ICGMRS), 2025 6th International Conference on. :212-216 Apr, 2025

*Conference*
10

Optimizing Mission Safety: Integrated Abort and Spare Support Policy
Wei, Fanping ; Ma, Xiaobing ; Yang, Li
2025 11th International Symposium on System Security, Safety, and Reliability (ISSSR) ISSSR System Security, Safety, and Reliability (ISSSR), 2025 11th International Symposium on. :133-140 Apr, 2025

*Conference*
11

Integrating Real-Time Machine Learning and Dynamic Charging for Electric Vehicle Routing
Ghahfarokhi, Mandana Farhang ; Park, Hyoshin ; Pandey, Venktesh ; et al.
2025 59th Annual Conference on Information Sciences and Systems (CISS) Information Sciences and Systems (CISS), 2025 59th Annual Conference on. :1-6 Mar, 2025

*Conference*
12

The Conditional Cauchy-Schwarz Divergence With Applications to Time-Series Data and Sequential Decision Making
Yu, S. ; Li, H. ; Lokse, S. ; et al.
IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(7):5901-5917 Jul, 2025

*Academic Journal*
13

Online Influence Maximization With Semi-Bandit Feedback Under Corruptions
Cheng, X. ; Nourani-Koliji, B. ; Maghsudi, S.
IEEE Transactions on Network Science and Engineering IEEE Trans. Netw. Sci. Eng. Network Science and Engineering, IEEE Transactions on. 12(3):2308-2321 Jun, 2025

*Academic Journal*
14

A Survey on Causal Reinforcement Learning
Zeng, Y. ; Cai, R. ; Sun, F. ; et al.
IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(4):5942-5962 Apr, 2025

*Academic Journal*
15

Priority Sequential Inference: Improving Safety for Efficient Autonomous Highway Driving Using MARL
Yang, T. ; Shi, X. ; Yang, Y. ; et al.
IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(6):10390-10401 Mar, 2025

*Academic Journal*
16

Prioritizing and Ranking Ships in Multi-encounter Scenarios for Autonomous Navigation*
Akdag, Melih ; Johansen, Tor Arne
2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS) Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems (SCIS&ISIS), 2024 Joint 13th International Conference on. :1-8 Nov, 2024

*Conference*
18

Toward Transparent Reinforcement Learning: An Explainable Deep Q-Learning Framework for Sequential Decision-Making
Yemisrach Wendimu, T. ; Assefa, B.G. ; Argaw Wondimu, N.
IEEE Access Access, IEEE. 13:194156-194166 2025

*Academic Journal*
19

Reinforcement Learning-Based Recommender Systems Enhanced With Graph Neural Networks
Fan, C. ; Fujita, S.
IEEE Access Access, IEEE. 13:150228-150243 2025

*Academic Journal*
20

A Survey of Non-Learning-Based Abstractions for Sequential Decision-Making
Schmocker, R. ; Dockhorn, A.
IEEE Access Access, IEEE. 13:100808-100830 2025

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