Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers

Gautham Vasan, Mohamed Elsayed, Alireza Azimi +5

Modern deep policy gradient methods achieve effective performance on simulated robotic tasks, but they all require large replay buffers or expensive batch updates, or both, making…