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. 2021 Sep 17;7:e718. doi: 10.7717/peerj-cs.718

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%