Model card
Rainbow DQN.
DeepMindopen-sourceDQN Variant
Combines 7 improvements to DQN (Double, Dueling, PER, Noisy Nets, Distributional, n-step).
§ 01 · Benchmarks
Every benchmark Rainbow DQN has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | Atari 2600 | Reinforcement Learning · Atari Games | human-normalized-score | 231.00 | #10 | — | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 02 · Strengths by area
Where Rainbow DQN actually performs.
§ 04 · Related models
Other DeepMind models scored on Codesota.
§ 05 · Sources & freshness
Where these numbers come from.
aaai-paper
1
result
0 of 1 rows marked verified.