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Add PPO-GTrXL to scoreboard (#23)
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Reytuag authored May 21, 2024
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Expand Up @@ -115,6 +115,7 @@ We report reward as a % of the maximum (226).
## Craftax-1B
| Algorithm | Reward (% max) | Code | Paper |
|:----------|---------------:|:-----------------------------------------------------------------------------------------------:|:---------------------------------------:|
| PPO-GTrXL | 18.3 | [TransformerXL_PPO_JAX](https://github.com/Reytuag/transformerXL_PPO_JAX) | [PPO](https://arxiv.org/abs/1707.06347), [GTrXL](https://arxiv.org/abs/1910.06764)|
| PPO-RNN | 15.3 | [Craftax_Baselines](https://github.com/MichaelTMatthews/Craftax_Baselines/blob/main/ppo_rnn.py) | [PPO](https://arxiv.org/abs/1707.06347) |
| RND | 12.0 | [Craftax_Baselines](https://github.com/MichaelTMatthews/Craftax_Baselines/blob/main/ppo_rnd.py) | [RND](https://arxiv.org/abs/1810.12894) |
| PPO | 11.9 | [Craftax_Baselines](https://github.com/MichaelTMatthews/Craftax_Baselines/blob/main/ppo.py) | [PPO](https://arxiv.org/abs/1707.06347) |
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journal={arXiv preprint},
year={2024},
}
```
```

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