Marlos C. Machado

Accelerating Q-learning through Efficient Value-Sharing across Actions

Prabhat Nagarajan, Brett Daley, Martha White, Marlos C. Machado

Action-values are foundational to many control algorithms such as Q-learning. Therefore learning action-values efficiently is central to reinforcement learning (RL). However, learning them can be slow, requiring many updates to move values from their initialization, typically nea…Read more