A Comparative Study of Reinforcement Learning and Analytical Methods for Optimal Control.
Myeongseok RyuJunseo HaMinji KimKyunghwan ChoiPublished in: IWIS (2023)
Keyphrases
- optimal control
- analytical methods
- reinforcement learning
- control problems
- dynamic programming
- feedback control
- practical problems
- mathematical models
- optimal control problems
- class of nonlinear systems
- control strategy
- function approximation
- interaction analysis
- reinforcement learning algorithms
- control law
- actor critic
- temporal difference
- optimal policy
- state space
- multi agent
- infinite horizon
- rl algorithms
- model free
- markov decision processes
- neural network
- adaptive control
- real time
- multistage
- learning environment
- artificial intelligence