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https://github.com/linyiLYi/street-fighter-ai.git
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291 lines
11 KiB
Plaintext
291 lines
11 KiB
Plaintext
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(StreetFighterAI) PS C:\Users\unitec\Documents\AIProjects\street-fighter-ai> python .\train_cv_sf2_ai.py
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Using cuda device
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Current state: Champion.Level8.ChunLiVsBlanka
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------------------------------
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| time/ | |
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| fps | 186 |
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| iterations | 1 |
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| time_elapsed | 115 |
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| total_timesteps | 21600 |
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------------------------------
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Current state: Champion.Level12.ChunLiVsBison
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------------------------------------------
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| time/ | |
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| fps | 65 |
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| iterations | 2 |
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| time_elapsed | 655 |
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| total_timesteps | 43200 |
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| train/ | |
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| approx_kl | 0.0053780936 |
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| clip_fraction | 0.0431 |
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| clip_range | 0.2 |
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| entropy_loss | -8.31 |
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| explained_variance | 2.93e-05 |
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| learning_rate | 0.0003 |
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| loss | 166 |
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| n_updates | 10 |
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| policy_gradient_loss | -0.0016 |
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| value_loss | 92 |
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------------------------------------------
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Current state: Champion.Level6.ChunLiVsRyu
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-----------------------------------------
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| time/ | |
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| fps | 54 |
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| iterations | 3 |
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| time_elapsed | 1196 |
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| total_timesteps | 64800 |
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| train/ | |
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| approx_kl | 0.005385526 |
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| clip_fraction | 0.0472 |
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| clip_range | 0.2 |
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| entropy_loss | -8.31 |
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| explained_variance | -0.00129 |
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| learning_rate | 0.0003 |
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| loss | 0.0349 |
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| n_updates | 20 |
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| policy_gradient_loss | -0.000679 |
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| value_loss | 58.4 |
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-----------------------------------------
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Current state: Champion.Level10.ChunLiVsVega
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-----------------------------------------
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| time/ | |
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| fps | 49 |
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| iterations | 4 |
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| time_elapsed | 1736 |
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| total_timesteps | 86400 |
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| train/ | |
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| approx_kl | 0.005108807 |
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| clip_fraction | 0.0236 |
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| clip_range | 0.2 |
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| entropy_loss | -8.3 |
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| explained_variance | 0.000588 |
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| learning_rate | 0.0003 |
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| loss | 0.236 |
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| n_updates | 30 |
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| policy_gradient_loss | -0.00157 |
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| value_loss | 82.7 |
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-----------------------------------------
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Current state: Champion.Level12.ChunLiVsBison
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------------------------------------------
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| time/ | |
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| fps | 47 |
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| iterations | 5 |
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| time_elapsed | 2274 |
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| total_timesteps | 108000 |
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| train/ | |
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| approx_kl | 0.0060475296 |
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| clip_fraction | 0.054 |
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| clip_range | 0.2 |
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| entropy_loss | -8.3 |
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| explained_variance | 0.00555 |
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| learning_rate | 0.0003 |
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| loss | 0.536 |
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| n_updates | 40 |
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| policy_gradient_loss | -0.000733 |
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| value_loss | 40.5 |
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------------------------------------------
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Current state: Champion.Level4.ChunLiVsZangief
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------------------------------------------
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| time/ | |
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| fps | 46 |
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| iterations | 6 |
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| time_elapsed | 2811 |
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| total_timesteps | 129600 |
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| train/ | |
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| approx_kl | 0.0059517785 |
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| clip_fraction | 0.0546 |
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| clip_range | 0.2 |
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| entropy_loss | -8.29 |
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| explained_variance | 0.0188 |
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| learning_rate | 0.0003 |
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| loss | 7.26 |
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| n_updates | 50 |
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| policy_gradient_loss | -0.00102 |
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| value_loss | 21.8 |
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------------------------------------------
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Current state: Champion.Level7.ChunLiVsEHonda
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------------------------------------------
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| time/ | |
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| fps | 45 |
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| iterations | 7 |
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| time_elapsed | 3348 |
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| total_timesteps | 151200 |
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| train/ | |
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| approx_kl | 0.0057667145 |
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| clip_fraction | 0.0337 |
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| clip_range | 0.2 |
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| entropy_loss | -8.29 |
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| explained_variance | 0.0069 |
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| learning_rate | 0.0003 |
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| loss | 0.832 |
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| n_updates | 60 |
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| policy_gradient_loss | -0.00133 |
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| value_loss | 36.7 |
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------------------------------------------
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Current state: Champion.Level8.ChunLiVsBlanka
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------------------------------------------
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| time/ | |
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| fps | 44 |
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| iterations | 8 |
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| time_elapsed | 3883 |
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| total_timesteps | 172800 |
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| train/ | |
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| approx_kl | 0.0047547054 |
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| clip_fraction | 0.0291 |
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| clip_range | 0.2 |
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| entropy_loss | -8.29 |
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| explained_variance | 0.0128 |
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| learning_rate | 0.0003 |
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| loss | 0.424 |
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| n_updates | 70 |
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| policy_gradient_loss | -0.00186 |
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| value_loss | 21.2 |
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------------------------------------------
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Current state: Champion.Level8.ChunLiVsBlanka
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------------------------------------------
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| time/ | |
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| fps | 43 |
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| iterations | 9 |
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| time_elapsed | 4422 |
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| total_timesteps | 194400 |
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| train/ | |
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| approx_kl | 0.0063244957 |
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| clip_fraction | 0.049 |
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| clip_range | 0.2 |
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| entropy_loss | -8.28 |
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| explained_variance | 0.00417 |
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| learning_rate | 0.0003 |
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| loss | 0.146 |
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| n_updates | 80 |
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| policy_gradient_loss | -0.00167 |
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| value_loss | 17 |
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------------------------------------------
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Current state: Champion.Level8.ChunLiVsBlanka
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-----------------------------------------
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| time/ | |
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| fps | 43 |
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| iterations | 10 |
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| time_elapsed | 4960 |
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| total_timesteps | 216000 |
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| train/ | |
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| approx_kl | 0.008022586 |
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| clip_fraction | 0.0632 |
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| clip_range | 0.2 |
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| entropy_loss | -8.29 |
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| explained_variance | 0.0241 |
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| learning_rate | 0.0003 |
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| loss | 0.902 |
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| n_updates | 90 |
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| policy_gradient_loss | -0.00295 |
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| value_loss | 13.5 |
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-----------------------------------------
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Current state: Champion.Level10.ChunLiVsVega
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-----------------------------------------
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| time/ | |
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| fps | 43 |
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| iterations | 11 |
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| time_elapsed | 5499 |
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| total_timesteps | 237600 |
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| train/ | |
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| approx_kl | 0.006470734 |
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| clip_fraction | 0.0596 |
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| clip_range | 0.2 |
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| entropy_loss | -8.3 |
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| explained_variance | 0.0611 |
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| learning_rate | 0.0003 |
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| loss | 5.72 |
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| n_updates | 100 |
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| policy_gradient_loss | -0.000976 |
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| value_loss | 8.5 |
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-----------------------------------------
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Current state: Champion.Level7.ChunLiVsEHonda
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----------------------------------------
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| time/ | |
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| fps | 42 |
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| iterations | 12 |
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| time_elapsed | 6040 |
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| total_timesteps | 259200 |
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| train/ | |
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| approx_kl | 0.00540813 |
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| clip_fraction | 0.0547 |
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| clip_range | 0.2 |
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| entropy_loss | -8.29 |
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| explained_variance | -0.0271 |
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| learning_rate | 0.0003 |
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| loss | 0.75 |
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| n_updates | 110 |
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| policy_gradient_loss | -0.00104 |
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| value_loss | 9.12 |
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----------------------------------------
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Current state: Champion.Level8.ChunLiVsBlanka
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---------------------------------------
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| time/ | |
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| fps | 42 |
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| iterations | 13 |
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| time_elapsed | 6582 |
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| total_timesteps | 280800 |
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| train/ | |
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| approx_kl | 0.0058568 |
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| clip_fraction | 0.0608 |
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| clip_range | 0.2 |
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| entropy_loss | -8.29 |
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| explained_variance | 0.0277 |
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| learning_rate | 0.0003 |
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| loss | 0.256 |
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| n_updates | 120 |
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| policy_gradient_loss | -0.00284 |
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| value_loss | 6.99 |
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---------------------------------------
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Current state: Champion.Level2.ChunLiVsKen
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------------------------------------------
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| time/ | |
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| fps | 42 |
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| iterations | 14 |
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| time_elapsed | 7126 |
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| total_timesteps | 302400 |
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| train/ | |
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| approx_kl | 0.0066813217 |
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| clip_fraction | 0.0554 |
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| clip_range | 0.2 |
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| entropy_loss | -8.3 |
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| explained_variance | 0.0689 |
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| learning_rate | 0.0003 |
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| loss | 0.504 |
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| n_updates | 130 |
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| policy_gradient_loss | -0.00243 |
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| value_loss | 9.48 |
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------------------------------------------
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Current state: Champion.Level8.ChunLiVsBlanka
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------------------------------------------
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| time/ | |
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| fps | 42 |
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| iterations | 15 |
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| time_elapsed | 7670 |
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| total_timesteps | 324000 |
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| train/ | |
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| approx_kl | 0.0069995625 |
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| clip_fraction | 0.0637 |
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| clip_range | 0.2 |
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| entropy_loss | -8.3 |
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| explained_variance | -0.0336 |
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| learning_rate | 0.0003 |
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| loss | -0.000532 |
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| n_updates | 140 |
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| policy_gradient_loss | -0.00198 |
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| value_loss | 9.39 |
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------------------------------------------
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