Actor-Critic Enhanced Neural Network Optimizer for Mixed-Integer Optimal Control: A Case Study on Eco-Driving Control.
Yifan ChengXi LuoShiying DongJinlong HongLulu GuoJia HuBingzhao GaoHong ChenPublished in: ICCA (2024)
Keyphrases
- optimal control
- actor critic
- mixed integer
- control problems
- neural network
- control strategy
- lyapunov function
- dynamic programming
- linear program
- policy gradient
- lot sizing
- feasible solution
- infinite horizon
- lyapunov stability
- neural network controller
- convex hull
- reinforcement learning
- continuous variables
- optimal solution
- control law
- genetic algorithm
- policy iteration
- machine learning
- average cost
- adaptive control
- dynamic systems
- approximate dynamic programming
- control system