Reinforcement Learning-Based Optimal Battery Control Under Cycle-Based Degradation Cost.
Kyung-bin KwonHao ZhuPublished in: IEEE Trans. Smart Grid (2022)
Keyphrases
- action selection
- reinforcement learning
- optimal control
- control policy
- control problems
- expected cost
- dynamic programming
- optimal cost
- optimal solution
- control policies
- function approximation
- average cost
- optimal policy
- minimum cost
- neural network
- electric vehicles
- approximate dynamic programming
- adaptive control
- allocation policy
- finite horizon
- robot control
- reinforcement learning algorithms
- long run