MODRL-TA:A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search.
Peng ChengHuimu WangJinyuan ZhaoYihao WangEnqiang XuYu ZhaoZhuojian XiaoSonglin WangGuoyu TangLin LiuSulong XuPublished in: CoRR (2024)
Keyphrases
- multi objective
- reinforcement learning
- main contribution
- search algorithm
- traffic congestion
- real time
- search strategy
- optimization algorithm
- evolutionary algorithm
- genetic algorithm
- learning process
- electronic commerce
- resource allocation
- markov decision processes
- function approximation
- multiple objectives
- information retrieval