Evaluating and Selecting Deep Reinforcement Learning Models for OptimalDynamic Pricing: A Systematic Comparison of PPO, DDPG, and SAC

Yuchen Liu, Ka Lok Man, Gangmin Li, Terry R. Payne, Yong Yue 0001. Evaluating and Selecting Deep Reinforcement Learning Models for OptimalDynamic Pricing: A Systematic Comparison of PPO, DDPG, and SAC. In Wenqiang Zhang, Yong Yue 0001, Marek R. Ogiela, editors, 2024 8th International Conference on Control Engineering and Artificial Intelligence, CCEAI 2024, Shanghai, China, January 26-28, 2024. pages 215-219, ACM, 2024. [doi]

@inproceedings{LiuMLP024,
  title = {Evaluating and Selecting Deep Reinforcement Learning Models for OptimalDynamic Pricing: A Systematic Comparison of PPO, DDPG, and SAC},
  author = {Yuchen Liu and Ka Lok Man and Gangmin Li and Terry R. Payne and Yong Yue 0001},
  year = {2024},
  doi = {10.1145/3640824.3640871},
  url = {https://doi.org/10.1145/3640824.3640871},
  researchr = {https://researchr.org/publication/LiuMLP024},
  cites = {0},
  citedby = {0},
  pages = {215-219},
  booktitle = {2024 8th International Conference on Control Engineering and Artificial Intelligence, CCEAI 2024, Shanghai, China, January 26-28, 2024},
  editor = {Wenqiang Zhang and Yong Yue 0001 and Marek R. Ogiela},
  publisher = {ACM},
}