Stochastic Integrated Actor-Critic for Deep Reinforcement Learning.
Jiaohao ZhengMehmet Necip KurtXiaodong WangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- actor critic
- reinforcement learning
- temporal difference
- policy gradient
- reinforcement learning algorithms
- approximate dynamic programming
- neuro fuzzy
- learning automata
- optimal control
- gradient method
- function approximation
- policy iteration
- state space
- control problems
- markov decision processes
- average reward
- machine learning
- learning algorithm
- step size
- rl algorithms
- optimal policy
- multi agent
- reinforcement learning methods
- policy gradient methods
- model free
- action selection
- temporal difference learning
- evaluation function
- linear program
- monte carlo
- least squares
- cost function