Table 2.
Overall winrate percentage of various algorithms across Boxing, Pong and Space War environments.
| Algorithm | Boxing(%) | Pong(%) | Space war(%) |
|---|---|---|---|
| DQN | 94 | 88 | 70 |
| PPO | 68 | 36 | 52 |
| DRON | 84 | 90 | 68 |
| MADDPG | 54 | 28 | 72 |
| MAPPO | 64 | 40 | 66 |
| RMAPPO | 64 | 24 | 76 |
The highest winrate percentage for every environment is bolded.