Vulnerable Agent Identification on Taxi environment
0.5341Runtime (hours)Random
Evaluation Results
| Method | Links | |
|---|---|---|
| RandomAgent Num=50, Adv Num=42025.09 | 0.5341 | |
| RandomAgent Num=50, Adv Num=162025.09 | 0.5344 | |
| RandomAgent Num=50, Adv Num=362025.09 | 0.5349 | |
| DCAgent Num=50, Adv Num=42025.09 | 0.5373 | |
| DCAgent Num=50, Adv Num=162025.09 | 0.5377 | |
| DCAgent Num=50, Adv Num=362025.09 | 0.5382 | |
| RandomAgent Num=100, Adv Num=42025.09 | 0.5387 | |
| RandomAgent Num=100, Adv Num=162025.09 | 0.539 | |
| RandomAgent Num=100, Adv Num=362025.09 | 0.5395 | |
| DCAgent Num=100, Adv Num=42025.09 | 0.5515 | |
| DCAgent Num=100, Adv Num=362025.09 | 0.5526 | |
| DCAgent Num=100, Adv Num=162025.09 | 0.5529 | |
| VAI-GreedyAgent Num=50, Adv Num=42025.09 | 0.6731 | |
| VAI-GreedyAgent Num=100, Adv Num=42025.09 | 0.7357 | |
| VAI-RLAgent Num=50, Adv Num=42025.09 | 0.7903 | |
| VAI-GreedyAgent Num=50, Adv Num=162025.09 | 0.8249 | |
| VAI-GreedyAgent Num=50, Adv Num=362025.09 | 0.9594 | |
| VAI-RLAgent Num=50, Adv Num=162025.09 | 1.0214 | |
| VAI-GreedyAgent Num=100, Adv Num=162025.09 | 1.0782 | |
| VAI-RLAgent Num=50, Adv Num=362025.09 | 1.2193 | |
| VAI-RLAgent Num=100, Adv Num=42025.09 | 1.2372 | |
| VAI-RLAgent Num=100, Adv Num=162025.09 | 1.3491 | |
| VAI-GreedyAgent Num=100, Adv Num=362025.09 | 1.5407 | |
| VAI-RLAgent Num=100, Adv Num=362025.09 | 2.534 |