A cold-start-free reinforcement learning approach for traffic signal control.
Nan XiaoLiang YuJinqiang YuPeng ChenYuehu LiuPublished in: J. Intell. Transp. Syst. (2022)
Keyphrases
- traffic signal control
- cold start
- reinforcement learning
- recommender systems
- cold start problem
- collaborative filtering
- data sparsity
- tag recommendation
- implicit feedback
- state space
- user preferences
- personalized recommendation
- matrix factorization
- data sparseness
- optimal policy
- traffic signal
- machine learning
- active learning
- recommendation algorithms
- markov decision processes
- supervised learning