Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation

Anas Barakat, Pascal Bianchi, Julien Lehmann

Actor-critic methods integrating target networks have exhibited a stupendous empirical success in deep reinforcement learning. However, a theoretical understanding of the use of ta…