Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning.
Tianchi CaiJiyan JiangWenpeng ZhangShiji ZhouXierui SongLi YuLihong GuXiaodong ZengJinjie GuGuannan ZhangPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- data mining
- reinforcement learning algorithms
- website
- function approximation
- learning algorithm
- state space
- long term
- real time
- temporal difference learning
- social media
- optimal policy
- transfer learning
- machine learning
- multi agent reinforcement learning
- customer relationship management
- robotic control
- telecommunications industry
- temporal difference
- model free
- markov decision processes
- decision making
- data sets
- optimal control
- data mining technology
- dynamic programming
- predictive modeling
- learning process
- multi agent
- policy search