Table 5 Experimental results at different number of issues.
From: Deep deterministic policy gradient-based automatic negotiation framework for shared decision-making
Issue number | Metrics | AutoSDM-DDPG | ANFGA | FCAN | ANF-TIME |
---|---|---|---|---|---|
3 | Avg.ASV\(_{\text {doctor}}\) | 0.735 | 0.658 | 0.637 | 0.778 |
 | Avg.ASV\(_{\text {patient}}\) | 0.805 | 0.812 | 0.741 | 0.580 |
 | CASV (Mean±Std) | 1.540 ± 0.030 | 1.470 ± 0.035 | 1.378 ± 0.032 | 1.358 ± 0.034 |
 | DASV (Mean±Std) | 0.070 ± 0.011 | 0.154 ± 0.016 | 0.104 ± 0.012 | 0.198 ± 0.015 |
 | Avg.R (Mean±Std) | 4.350 ± 0.65 | 6.635 ± 0.88 | 9.000 ± 0.98 | 11.735 ± 1.09 |
5 | Avg.ASV\(_{\text {doctor}}\) | 0.665 | 0.612 | 0.511 | 0.638 |
 | Avg.ASV\(_{\text {patient}}\) | 0.778 | 0.734 | 0.788 | 0.451 |
 | CASV (Mean±Std) | 1.443 ± 0.028 | 1.346 ± 0.027 | 1.299 ± 0.031 | 1.089 ± 0.029 |
 | DASV (Mean±Std) | 0.113 ± 0.012 | 0.122 ± 0.014 | 0.277 ± 0.017 | 0.187 ± 0.018 |
 | Avg.R (Mean±Std) | 5.245 ± 0.72 | 10.600 ± 1.02 | 9.260 ± 1.10 | 13.100 ± 1.30 |
7 | Avg.ASV\(_{\text {doctor}}\) | 0.601 | 0.517 | 0.465 | 0.634 |
 | Avg.ASV\(_{\text {patient}}\) | 0.705 | 0.600 | 0.680 | 0.412 |
 | CASV (Mean±Std) | 1.306 ± 0.026 | 1.117 ± 0.031 | 1.145 ± 0.029 | 1.046 ± 0.030 |
 | DASV (Mean±Std) | 0.104 ± 0.011 | 0.083 ± 0.012 | 0.215 ± 0.018 | 0.222 ± 0.017 |
 | Avg.R (Mean±Std) | 7.335 ± 0.86 | 10.855 ± 1.05 | 9.940 ± 1.12 | 16.150 ± 1.51 |
9 | Avg.ASV\(_{\text {doctor}}\) | 0.612 | 0.476 | 0.433 | 0.313 |
 | Avg.ASV\(_{\text {patient}}\) | 0.655 | 0.657 | 0.688 | 0.522 |
 | CASV (Mean±Std) | 1.267 ± 0.032 | 1.133 ± 0.028 | 1.121 ± 0.027 | 0.835 ± 0.025 |
 | DASV (Mean±Std) | 0.043 ± 0.008 | 0.181 ± 0.014 | 0.255 ± 0.019 | 0.209 ± 0.014 |
 | Avg.R (Mean±Std) | 10.100 ± 0.94 | 12.457 ± 1.21 | 13.150 ± 1.29 | 19.000 ± 1.60 |