Results for Reinforcement learning

Publications & Outputs

1. Sampled-data Control through Model-Free Reinforcement Learning with Effective Experience Replay

   Xiao, B., Lam, H-K., Su, X., Wang, Z., P.W.Lo, F., Chen, S. & Yeatman, E., 28/02/2023, In: Journal of Automation and Intelligence. 2, 1, 11 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

2. Text-driven video acceleration: A weakly-supervised reinforcement learning method

   Ramos, W. L. D. S., Silva, M. M. D., Araujo, E., Moura, V., Martins de Oliveira, K. C., Soriano Marcolino, L. & Nascimento, E., 28/02/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 2, p. 2492-2504 13 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

3. RL-Recruiter+: Mobility-Predictability-Aware Participant Selection Learning for From-Scratch Mobile Crowdsensing

   Hu, Y., Wang, J., Wu, B. & Helal, S., 31/12/2022, In: IEEE Transactions on Mobile Computing. 21, 12, p. 4555-4568 14 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

4. Entropy-based Reinforcement Learning for computation offloading service in software-defined multi-access edge computing

   Li, K., Wang, X., Ni, Q. & Huang, M., 30/11/2022, In: Future Generation Computer Systems. 136, p. 241-251 11 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

5. CoPace: Edge Computation Offloading and Caching for Self-Driving with Deep Reinforcement Learning

   Tian, H., Xu, X., Qi, L., Zhang, X., Dou, W., Yu, S. & Ni, Q., 31/12/2021, In: IEEE Transactions on Vehicular Technology. 70, 12, p. 13281-13293 13 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

6. A Novel Implementation of Q-Learning for the Whittle Index

   Gibson, L. J., Jacko, P. & Nazarathy, Y., 8/12/2021, Performance Evaluation Methodologies and Tools - 14th EAI International Conference, VALUETOOLS 2021, Proceedings. Zhao, Q. & Xia, L. (eds.). Cham: Springer, p. 154-170 17 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 404 LNICST).

   Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

7. Saturated Output-Feedback Hybrid Reinforcement Learning Controller for Submersible Vehicles Guaranteeing Output Constraints

   Elhaki, O., Shojaei, K., Shanahan, D. & Montazeri, A., 30/09/2021, In: IEEE Access. 9, p. 136580-136592 13 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

8. Reinforcement learning for scalable and reliable power allocation in SDN-based backscatter heterogeneous network

   Jameel, F., Khan, W. U., Jamshed, M. A., Pervaiz, H., Abbasi, Q. & Jantti, R., 10/08/2020, 2020 IEEE INFOCOM Conference on Computer Communications Workshops, INFOCOM WKSHPS 2020. IEEE, p. 1069-1074 6 p.

   Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

9. Interpretable policies for reinforcement learning by empirical fuzzy sets

   Huang, J., Angelov, P. P. & Yin, C., 31/05/2020, In: Engineering Applications of Artificial Intelligence. 91, 13 p., 103559.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

10. A Reinforcement Learning QoS negotiation Model for IoT middleware: 5th International Conference on Internet of Things, Big Data and Security, IoTBDS 2020

    Udoh, I. S., Kotonya, G., G., W. (ed.), P., K. (ed.), V., C. (ed.) & Institute for Systems and Technologies of Information, C. A. C., 9/05/2020, p. 205-212. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

11. Participants Selection for From-Scratch Mobile Crowdsensing via Reinforcement Learning: 18th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2020

    Hu, Y., Wang, J., Wu, B. & Helal, S., 23/03/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

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