MinAtar
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Reinforcement Learning | MinAtar | Freeway Score71.34 | 11 | |
| Offline-to-online Reinforcement Learning | MinAtar | Breakout Score (Online)17.1 | 10 | |
| Reinforcement Learning | MinAtar 5M frames | Mean Return52.7 | 9 | |
| Reinforcement Learning | MinAtar Breakout (test) | Mean Episodic Reward25.77 | 6 | |
| Reinforcement Learning | MinAtar Asterix (test) | Mean Episodic Reward19.45 | 6 | |
| Reinforcement Learning | MinAtar SpaceInvaders (test) | Mean Episodic Reward101.42 | 6 | |
| Reinforcement Learning | MinAtar Seaquest (test) | Mean Episodic Reward27.58 | 6 | |
| Continual Reinforcement Learning | MinAtar | Breakout Score14.54 | 6 | |
| Online Reinforcement Learning | MinAtar (|A|=216, k=3) Macro-Action (online) | Breakout Score11.98 | 5 | |
| Reinforcement Learning | MinAtar (test) | Asterix Score16.16 | 4 | |
| Reinforcement Learning | MinAtar | Overall Score5 | 4 | |
| Reinforcement Learning | MinAtar SpaceInvaders | Metric- | 0 | |
| Reinforcement Learning | MinAtar Seaquest | Metric- | 0 | |
| Reinforcement Learning | MinAtar Freeway | Metric- | 0 | |
| Reinforcement Learning | MinAtar Breakout | Metric- | 0 | |
| Reinforcement Learning | MinAtar Asterix | Metric- | 0 |
Showing 16 of 16 rows