Target-Aligned Reinforcement Learning

Leonard S. Pleiss, James Harrison, Maximilian Schiffer

Many value-based deep reinforcement learning algorithms rely on target networks - lagged copies of the online network - to stabilize training. While effective, this mechanism intro…