Table 2. Results and statistics of evaluation matches for TSHCT-Dueling DRQN against TSHCT-DRQN.
| TSHCT-Dueling DRQN | vs TSHCT-DRQN | ||
|---|---|---|---|
| 100k episodes trained policy | 200k episodes trained policy | ||
| 100k episodes trained policy | Score | 5.09 ± 2.07 | 3.91 ± 1.78 |
| Concede | 3.82 ± 2.03 | 4.64 ± 2.19 | |
| Score difference | 1.27 | −0.73 | |
| Score concede rate | 57.1% | 45.7% | |
| Winning rate | 60% | 30% | |
| 100k episodes trained policy | Score | 8.36 ± 2.64 | 5.82 ± 2.48 |
| Concede | 1.55 ± 1.30 | 2.27 ± 1.14 | |
| Score difference | 6.81 | 3.55 | |
| Score concede Rate | 84.4% | 71.9% | |
| Winning rate | 100% | 80% | |