Information Retrieval · Computer Science
A Survey on Reinforcement Learning for Recommender Systems
Yuanguo Lin, Yong Liu, Fan Lin, Lixin Zou +4
2023-06-13
Machine Learning · Computer Science
An Introduction to Deep Reinforcement Learning
Vincent Francois-Lavet, Peter Henderson, Riashat Islam, Marc G. Bellemare +1
2018-12-04
Machine Learning · Computer Science
Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges
Xin Chen, Guannan Qu, Yujie Tang, Steven Low +1
2022-02-28
Computational Finance · Quantitative Finance
A Review of Reinforcement Learning in Financial Applications
Yahui Bai, Yuhe Gao, Runzhe Wan, Sheng Zhang +1
2024-11-21
Computational Finance · Quantitative Finance
Reinforcement Learning in Financial Decision Making: A Systematic Review of Performance, Challenges, and Implementation Strategies
Mohammad Rezoanul Hoque, Md Meftahul Ferdaus, M. Kabir Hassan
2025-12-12
Computation and Language · Computer Science
Survey on reinforcement learning for language processing
Victor Uc-Cetina, Nicolas Navarro-Guerrero, Anabel Martin-Gonzalez, Cornelius Weber +1
2026-04-29
Robotics · Computer Science
Deep Reinforcement Learning for Robotics: A Survey of Real-World Successes
Chen Tang, Ben Abbatematteo, Jiaheng Hu, Rohan Chandra +2
2024-09-17
Applications · Statistics
Statistical Reinforcement Learning in the Real World: A Survey of Challenges and Future Directions
Asim H. Gazi, Yongyi Guo, Daiqi Gao, Ziping Xu +2
2026-01-23
Machine Learning · Computer Science
Transformers in Reinforcement Learning: A Survey
Pranav Agarwal, Aamer Abdul Rahman, Pierre-Luc St-Charles, Simon J. D. Prince +1
2023-07-13
Machine Learning · Computer Science
A Survey of Continual Reinforcement Learning
Chaofan Pan, Xin Yang, Yanhua Li, Wei Wei +3
2026-04-08
Artificial Intelligence · Computer Science
Reinforcement Learning Applied to Trading Systems: A Survey
Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez
2022-12-13
Systems and Control · Electrical Eng. & Systems
A Survey on Reinforcement Learning in Aviation Applications
Pouria Razzaghi, Amin Tabrizian, Wei Guo, Shulu Chen +5
2024-07-29
Machine Learning · Computer Science
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey
Sanmit Narvekar, Bei Peng, Matteo Leonetti, Jivko Sinapov +2
2020-09-21