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1.7 KiB
1.7 KiB
| 1 | Episode # | Training Iter | In Heatup | ER #Transitions | ER #Episodes | Episode Length | Total steps | Epsilon | Shaped Training Reward | Training Reward | Update Target Network | Evaluation Reward | Shaped Evaluation Reward | Success Rate | Loss/Mean | Loss/Stdev | Loss/Max | Loss/Min | Learning Rate/Mean | Learning Rate/Stdev | Learning Rate/Max | Learning Rate/Min | Grads (unclipped)/Mean | Grads (unclipped)/Stdev | Grads (unclipped)/Max | Grads (unclipped)/Min | Entropy/Mean | Entropy/Stdev | Entropy/Max | Entropy/Min | Advantages/Mean | Advantages/Stdev | Advantages/Max | Advantages/Min | Values/Mean | Values/Stdev | Values/Max | Values/Min | Value Loss/Mean | Value Loss/Stdev | Value Loss/Max | Value Loss/Min | Policy Loss/Mean | Policy Loss/Stdev | Policy Loss/Max | Policy Loss/Min | Q/Mean | Q/Stdev | Q/Max | Q/Min | TD targets/Mean | TD targets/Stdev | TD targets/Max | TD targets/Min | actions/Mean | actions/Stdev | actions/Max | actions/Min |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | 1 | 0.0 | 1.0 | 97.0 | 1.0 | 25.0 | 25.0 | 0.0 | 0.0 | |||||||||||||||||||||||||||||||||||||||||||||||||
| 3 | 2 | 0.0 | 1.0 | 194.0 | 2.0 | 25.0 | 50.0 | 0.0 | 0.0 | |||||||||||||||||||||||||||||||||||||||||||||||||
| 4 | 3 | 0.0 | 0.0 | 291.0 | 3.0 | 25.0 | 75.0 | -0.03819695695002292 | -1000.0 | -1000.0 | 0.0 | -0.05867912 | 0.040427182 | 0.038633604 | -0.13119522 | -0.5875804651149715 | 0.9883034640881114 | 0.2924503923099136 | -3.1955509185791016 | |||||||||||||||||||||||||||||||||||||||
| 5 | 4 | 0.0 | 0.0 | 388.0 | 4.0 | 25.0 | 100.0 | 0.008508156342542239 | -1000.0 | -1000.0 | 0.0 | -0.04915462 | 0.027965656000000002 | 0.015574882 | -0.11603892 | -0.5310139374222866 | 0.9150246753002113 | 0.2726461971315715 | -2.9480751131842533 | |||||||||||||||||||||||||||||||||||||||
| 6 | 5 | 0.0 | 0.0 | 485.0 | 5.0 | 25.0 | 125.0 | 0.0 | -1000.0 | -1000.0 | 0.0 | -0.047291752 | 0.027684617999999998 | 0.030320742999999997 | -0.11130883 | -0.5612901779256286 | 0.929480152044698 | 0.23112091422080994 | -2.8455907461559957 |