Reinforcement Learning on Craftax
48.8Mean ReturnPPO-Hybrid
Evaluation results
| Method | Links | |
|---|---|---|
| PPO-HybridArchitecture=Hybrid, Masking Condition=C4: Masked + KL, Evaluation Protocol=GT2026.03 | 48.8 | |
| PPO-HybridArchitecture=Hybrid, Masking Condition=C1: Masked, Evaluation Protocol=GT2026.03 | 45.6 | |
| PPO-HybridArchitecture=Hybrid, Masking Condition=C3: Masked + Focal, Evaluation Protocol=GT2026.03 | 45 | |
| PPO-HybridArchitecture=Hybrid, Masking Condition=C2: Unmasked, Evaluation Protocol=GT2026.03 | 43.9 | |
| PPO-HybridArchitecture=Hybrid, Masking Condition=C2: Unmasked, Evaluation Protocol=Pred2026.03 | 43.9 | |
| PPO-HybridArchitecture=Hybrid, Masking Condition=C4: Masked + KL, Evaluation Protocol=Pred2026.03 | 43.2 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C3: Masked + Focal, Evaluation Protocol=GT2026.03 | 39.2 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C1: Masked, Evaluation Protocol=GT2026.03 | 38.3 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C4: Masked + KL, Evaluation Protocol=GT2026.03 | 38.1 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C2: Unmasked, Evaluation Protocol=GT2026.03 | 36.7 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C2: Unmasked, Evaluation Protocol=Pred2026.03 | 36.7 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C4: Masked + KL, Evaluation Protocol=Pred2026.03 | 36.4 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C1: Masked, Evaluation Protocol=GT2026.03 | 30.4 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C4: Masked + KL, Evaluation Protocol=GT2026.03 | 28.7 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C4: Masked + KL, Evaluation Protocol=Pred2026.03 | 28.6 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C3: Masked + Focal, Evaluation Protocol=Pred2026.03 | 27.5 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C2: Unmasked, Evaluation Protocol=GT2026.03 | 26.9 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C2: Unmasked, Evaluation Protocol=Pred2026.03 | 26.9 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C3: Masked + Focal, Evaluation Protocol=GT2026.03 | 24.6 | |
| PPO-HybridArchitecture=Hybrid, Masking Condition=C3: Masked + Focal, Evaluation Protocol=Pred2026.03 | 21.2 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C3: Masked + Focal, Evaluation Protocol=Pred2026.03 | 13.7 | |
| PPO-MLPArchitecture=MLP, Masking Condition=C1: Masked, Evaluation Protocol=Pred2026.03 | -0.9 | |
| PPO-RNNArchitecture=RNN, Masking Condition=C1: Masked, Evaluation Protocol=Pred2026.03 | -0.9 | |
| PPO-HybridArchitecture=Hybrid, Masking Condition=C1: Masked, Evaluation Protocol=Pred2026.03 | -0.9 |