Benjamin Parr

Paused Agent Replay Refresh

2022 · arXiv (Cornell University)

Reinforcement learning algorithms have become more complex since the invention of target networks. Unfortunately, target networks have not kept up with this increased complexity, instead requiring approximate solutions to be computationally feasible. These approximations increase …