--- title: "“reinforcement learning”: 22 recent papers (last 30 days)" description: "The keyword “reinforcement learning” appeared in 22 papers in the last 30 days (2026-09-28 to 2026-10-27), ranking #20 of 12,782 keywords." url: https://scholar4ai.com/keywords/reinforcement-learning markdown_url: https://scholar4ai.com/keywords/reinforcement-learning.md license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/) share_text: "The keyword “reinforcement learning” appeared in 22 papers in the last 30 days (2026-09-28 to 2026-10-27), ranking #20 of 12,782 keywords." data_url: https://scholar4ai.com/data/rankings.json updated: 2026-10-27T03:03:06+09:00 window: 2026-09-28 to 2026-10-27 source: OpenAlex (CC0) --- # Papers on “reinforcement learning” - 1 papers in the last 7 days Back to the ranking: https://scholar4ai.com/rankings/keywords.md ## Key findings - The keyword “reinforcement learning” appeared in 22 papers in the last 30 days (2026-09-28 to 2026-10-27), ranking #20 of 12,782 keywords. - Most of them appeared in Expert Systems with Applications (5), Neural Networks (3) and Computers & Industrial Engineering (3). - Leading institutions: South China University of Technology (2), King Fahd University of Petroleum and Minerals (2) and Guangdong University of Technology (2). - Countries: China (11), Saudi Arabia (2) and Chile (1). - Often studied together with “electric bus charging” (1), “decision intelligence” (1) and “charging scheduling” (1). *Papers, newest first.* | Date | Title | Journal | Authors | Affiliations | |---|---|---|---|---| | 2026-10-21 | [Decision intelligence for electric bus charging scheduling through LLM-driven reward shaping and reinforcement learning](https://doi.org/10.1016/j.trc.2026.106090) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | Jiahao Zhan, Ying Yang, Zhe Zhang et al. | Shanghai University; Tsinghua University; Jilin University; … | | 2026-10-17 | [Enhancing heterogeneous multi-agent autonomous exploration in unstructured terrains via dual-layer collaborative control](https://doi.org/10.1016/j.neunet.2026.109781) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Kexiang Zhao, Bingyu Hu, Yingying Pan et al. | Hangzhou Dianzi University; Wuhan University | | 2026-10-13 | [Adaptive actor-critic framework for efficient and reliability-aware SFC deployment in mobile edge computing](https://doi.org/10.1186/s40537-026-01580-9) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yijiang Zhang, Yanfeng Fang, Wei Wang | Shaoxing Institute of Technology | | 2026-10-09 | [R3-Gen: Enhancing medical report generation with reasoning-reinforced fine-tuning](https://doi.org/10.1016/j.patcog.2026.115111) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Ting Xiao, Yixing Qiu, Haofeng Yang et al. | East China University of Science and Technology; Key Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education | | 2026-10-09 | [A reinforcement learning-based EWMA control chart with an application to urban mobility monitoring](https://doi.org/10.1016/j.cie.2026.112440) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | Usman Ibrahim, Mohammad M. AlDurgam, Nasir Abbas et al. | King Fahd University of Petroleum and Minerals | | 2026-10-08 | [A structure-guided reinforcement learning framework for joint scheduling and acceptance in R&D projects under technical risk](https://doi.org/10.1016/j.cor.2026.107702) | [Computers & Operations Research](https://scholar4ai.com/journals/computers-operations-research.md) | Xinyue Wang, Chaoming Hu, Haojun Fang et al. | Hefei University of Technology | | 2026-10-07 | [RLDAL: A reinforcement learning-driven active learning framework for region-level sampling in medical image segmentation](https://doi.org/10.1016/j.eswa.2026.134667) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Yujie Diao, Ruiguo Yu, Xuewei Li et al. | Tianjin University; Tianjin Medical University Cancer Institute and Hospital; Tianjin Medical University | | 2026-10-07 | [SGRLCF: Supervision-guided reinforcement learning for rating prediction in collaborative filtering](https://doi.org/10.1016/j.eswa.2026.134669) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Tong Wu, Can Liu, Dongjing Wang et al. | Zhejiang Gongshang University | | 2026-10-07 | [Bayesian Black-Litterman under Nonlinear Dependence: A Hybrid Framework with GARCH-EVT Marginals, R-Vine Copulas, and Reinforcement Learning for Tactical Portfolio Allocation](https://doi.org/10.1007/s10614-026-11433-5) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | Felipe Mora, Werner Kristjanpoller | Universidad Técnica Federico Santa María | | 2026-10-07 | [Discovering session-level demand patterns for reinforcement learning-based dynamic inventory allocation in live-streaming e-commerce](https://doi.org/10.1007/s10115-026-02895-y) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Thi-Linh Ho, Hiep Pham, Hoang Quan Dinh et al. | Ton Duc Thang University; RMIT Vietnam; HUTECH University; … | | 2026-10-06 | [Guided strategic oscillation with reinforcement learning for the shared customer collaboration vehicle routing problem](https://doi.org/10.1016/j.eswa.2026.134651) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Juan Aday Siverio-González, Belén Melián-Batista, José Marcos Moreno-Vega | Universidad de La Laguna | | 2026-10-01 | [Reinforcement learning-based evolutionary algorithm for home healthcare routing and scheduling problem considering caregiver routing time limitations](https://doi.org/10.1016/j.cie.2026.112460) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | Jie Dong, Yaping Fu, Amir M. Fathollahi‐Fard et al. | Qingdao University; Laurentian University; Jiangnan University; … | | 2026-10-01 | [FBiT: A Bidirectional Topology-Factored Reinforcement Learning Framework with Coordination Demand Forecasting for Supply Chain Control](https://doi.org/10.1016/j.eswa.2026.134831) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Huahong Deng, Baoyao Yang, Xiaojie Chen et al. | Guangdong University of Technology; HSBC Holdings; Tencent (China) | | 2026-10-01 | [A dual-encoder cross-attention reinforcement learning method for real-time multi-AGV scheduling in complex solar cell production workshops](https://doi.org/10.1016/j.eswa.2026.134829) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Tingyang Xue, Liyun Xu, Zhuo Zhou et al. | | | 2026-10-01 | [Long-Horizon Decision Making via Latent Planning in Decision Transformers](https://doi.org/10.1016/j.neunet.2026.109763) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Zengyang Wang, Qirui Gan, Yiran Zeng et al. | South China University of Technology; Nanjing University of Finance and Economics | | 2026-10-01 | [Reinforcement learning-assisted quantum-inspired optimization of autonomous ambulance routing under cyber risk: Los Angeles wildfire case study](https://doi.org/10.1016/j.cie.2026.112449) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | Hooman Razavi, Mostafa Hajiaghaei–Keshteli, Hossein Bonakdari et al. | | | 2026-10-01 | [RLAX: A Reinforcement Learning-Based Framework for Explaining Anomalous Data](https://doi.org/10.1007/s10994-026-07182-z) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | Simone Amirato, Fabrizio Angiulli, Fabio Fassetti | University of Calabria | | 2026-10-01 | [Spawning tasks from chitchatting - reinforcement learning-based policy](https://doi.org/10.1007/s00521-026-12533-x) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Atheer S. Algherairy, Moataz Ahmed | King Fahd University of Petroleum and Minerals; Imam Abdulrahman Bin Faisal University | | 2026-10-01 | [Bio-inspired reinforcement federated optimization for energy-aware and privacy-preserving healthcare systems](https://doi.org/10.1007/s00521-026-12377-5) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Geetha G, N. Ramshankar | Saveetha University | | 2026-09-30 | [Solution methods for the dynamic and probabilistic profitable tour problem](https://doi.org/10.1007/s00291-026-00875-w) | [OR Spectrum](https://scholar4ai.com/journals/or-spectrum.md) | Marvin Caspar, Daniel Schermer, Oliver Wendt | University of Kaiserslautern; Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau | | 2026-09-29 | [Reinforcement learning-based predefined-time secure control for fractional-order nonlinear systems with sensor and actuator attacks](https://doi.org/10.1016/j.neunet.2026.109697) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Chunyu Liang, Fang Wang, Zhen Wang et al. | Shandong University of Science and Technology; Guangdong University of Technology | | 2026-09-29 | [KG-NAV: Knowledge-guided mixture-of-experts for local UAV navigation](https://doi.org/10.1016/j.knosys.2026.117141) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yaoxin Shen, Yongming Liu | Arizona State University | ## Cite this page Scholar4AI. (2026). Papers on “reinforcement learning”. Journal Research Rankings. Retrieved October 27, 2026, from https://scholar4ai.com/keywords/reinforcement-learning ```bibtex @misc{scholar4ai-keywords-reinforcement-learning, author = {{Scholar4AI}}, title = {Papers on “reinforcement learning”}, year = {2026}, howpublished = {\url{https://scholar4ai.com/keywords/reinforcement-learning}}, urldate = {2026-10-27}, note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0} } ``` License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).