Watkins' Q($\lambda$)

Gated Q-learning offers new approach to reinforcement learning bias

Researchers have introduced Gated Q-learning, a new framework designed to address the long-standing challenge of balancing off-policy bias and sample efficiency in reinforcement learning. Unlike previous methods that fo…