Actor-Critic or Critic-Actor? A Tale of Two Time Scales.
Shalabh BhatnagarVivek S. BorkarSoumyajit GuinPublished in: CoRR (2022)
Keyphrases
- actor critic
- reinforcement learning
- optimal control
- policy gradient
- temporal difference
- approximate dynamic programming
- neuro fuzzy
- gradient method
- reinforcement learning algorithms
- function approximation
- policy iteration
- dynamic programming
- average reward
- model free
- partially observable markov decision processes
- reinforcement learning methods
- control strategy
- evaluation function
- linear program
- natural actor critic