Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
reinforcement learning algorithm
|
| gptkbp:author |
Marc G. Bellemare, Will Dabney, Remi Munos
|
| gptkbp:basedOn |
gptkb:Deep_Q-Network
|
| gptkbp:citation |
gptkb:ICML
2017 A Distributional Perspective on Reinforcement Learning |
| gptkbp:distinctFrom |
standard DQN
|
| gptkbp:hasModel |
distribution of returns
|
| https://www.w3.org/2000/01/rdf-schema#label |
Distributional DQN
|
| gptkbp:improves |
performance on Atari 2600 benchmarks
|
| gptkbp:proposedBy |
gptkb:Marc_G._Bellemare
gptkb:Will_Dabney Remi Munos |
| gptkbp:publicationYear |
2017
|
| gptkbp:publishedIn |
Proceedings of the 34th International Conference on Machine Learning (ICML 2017)
|
| gptkbp:uses |
categorical distribution
|
| gptkbp:bfsParent |
gptkb:Rainbow_DQN
|
| gptkbp:bfsLayer |
7
|