Reinforcement learning· 2013
Playing Atari with Deep Reinforcement Learning
On the reading lists
- #185 in the Top 500 (2026 edition)
- #13 in Reinforcement learning (2026 edition)
Why it matters
First deep Q-network learning control from raw pixels.
Condensed from the expert lists' notes.
The record
- First released
- 2013 (from arXiv 1312.5602)
- Citations
- 14,077 citations, as counted by Papers With Code (CC BY-SA 4.0)
- Named by
- both expert lists
- Score
- 0.554 · computed rank 185 · consensus 0.475, must-read 0.5, citations percentile 0.891 (2010s · reinforcement-learning), awards 0, existing lists 0.5. Method
Data sources
Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0). Each count names its source. See the method.