A Novel Energy Management Strategy Integrating Deep Reinforcement Learning and Rule Based on Condition Identification.
Chengcheng ChangWanzhong ZhaoChunyan WangYingdong SongPublished in: IEEE Trans. Veh. Technol. (2023)
Keyphrases
- reinforcement learning
- energy consumption
- function approximation
- expert systems
- data driven
- rule base
- multi agent
- multi agent reinforcement learning
- real time
- model free
- optimal policy
- sufficient conditions
- machine learning
- least squares
- state space
- learning process
- case study
- search engine
- markov decision processes
- learning problems
- learning algorithm
- genetic algorithm
- reinforcement learning algorithms
- automatic identification
- stochastic approximation
- neural network