Accelerating Q-learning through Efficient Value-Sharing across Actions

Prabhat Nagarajan, Brett Daley, Martha White +1

Action values are foundational to many control algorithms such as Q-learning. Therefore, efficient action-value learning is central to reinforcement learning (RL). However, learnin…