25 citations · 25 across the 1 of their papers we have counts for
2 papers
cs.AI2013★ 25 cited
Planning by Prioritized Sweeping with Small Backups
Harm van Seijen, Richard S. Sutton
Efficient planning plays a crucial role in model-based reinforcement learning. Traditionally, the main planning operation is a full backup based on the current estimates of the suc…
cs.AI2012
Scaling Life-long Off-policy Learning
Adam White, Joseph Modayil, Richard S. Sutton
We pursue a life-long learning approach to artificial intelligence that makes extensive use of reinforcement learning algorithms. We build on our prior work with general value func…