Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees

Sharan Vaswani, Amirreza Kazemi, Reza Babanezhad +1

Actor-critic (AC) methods are widely used in reinforcement learning (RL) and benefit from the flexibility of using any policy gradient method as the actor and value-based method as…