TTree: Tree-Based State Generalization with Temporally Abstract Actions

By William T. B. Uther, Manuela M. Veloso. 2002

14 citations recorded by the source corpus.

Subfields: Artificial Intelligence

How researchers see this paper

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

In Artificial Intelligence

1. Nicholay Topin
2. Pooyan Jamshidi
3. Aaron M. Roth
4. Manuela M. Veloso
5. Peter Stone
6. Matthew E. Taylor
7. Michael H. Bowling
8. Sergey Levine

Citations in the corpus

• Conservative Q-Improvement: Reinforcement Learning for an Interpretable Decision-Tree Policy (2019, background): “TTree [Uther and Veloso, 2003; Uther, 2002] solves MDPs or SMDPs and involves both state abstraction (as in our and other methods) and temporal abstraction.”