Integrating Offline Reinforcement Learning with Transformers for Sequential Recommendation.
Xumei XiYuke ZhaoQuan LiuLiwen OuyangYang WuPublished in: RecSys (2023)
Keyphrases
- reinforcement learning
- collaborative filtering
- recommender systems
- function approximation
- state space
- recommendation systems
- learning algorithm
- real time
- reinforcement learning algorithms
- multi agent
- markov decision processes
- personalized recommendation
- sequential data
- model free
- learning problems
- monte carlo
- web search
- hidden markov models