Surprise and Curiosity for Big Data Robotics

By Adam White, Joseph Modayil, Richard S. Sutton. 2014

Subfields: Reinforcement Learning, Robotics & Control

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Reinforcement Learning

1. Sergey Levine
2. Pieter Abbeel
3. David Silver
4. Marc G. Bellemare
5. Tom Schaul
6. John Quan
7. R´emi Munos
8. Yuxi Li

In Robotics & Control

1. David Silver
2. Tom Schaul

Citations in the corpus

• Prioritized Experience Replay (2015, methodology): “TD-errors have also been used as a prioritization mechanism for determining where to focus resources, for example when choosing where to explore (White et al., 2014) or which features to select (Geramifard et al., 2011; Sun et al., 2011).”