notesum.ai
Published at October 20Who is Undercover? Guiding LLMs to Explore Multi-Perspective Team Tactic in the Game
cs.CE
Released Date: October 20, 2024
Authors: Ruiqi Dong1, Zhixuan Liao1, Guangwei Lai1, Yuhan Ma1, Danni Ma1, Chenyou Fan1
Aff.: 1South China Normal University

| Team | Method | SR@1 | SR@2 | VR | PST | PSA |
|---|---|---|---|---|---|---|
| CL↓ | Baseline(CoT) | 0.90 | 0.75 | 0.75 | 0.59 | 0.54 |
| CoT+Multi SR | 0.86 | 0.70 | 0.50 | 0.66 | 0.56 | |
| CoT+Multi SR+GH | 0.85 | 0.62 | 0.40 | 0.52 | 0.52 | |
| MPTT w/o PhaseⅠ | 0.90 | 0.73 | 0.67 | 0.62 | 0.55 | |
| MPTT w/o PhaseⅡ | 0.82 | 0.68 | 0.50 | 0.60 | 0.54 | |
| MPTT(Ours) | 0.76 | 0.62 | 0.40 | 0.50 | 0.50 | |
| UC↑ | Baseline(CoT) | 0.65 | 0.38 | 0.25 | 0.33 | 0.88 |
| CoT+Multi SR | 0.70 | 0.45 | 0.50 | 0.60 | 0.89 | |
| CoT+Multi SR+GH | 0.73 | 0.58 | 0.60 | 0.66 | 0.90 | |
| MPTT w/o PhaseⅠ | 0.65 | 0.40 | 0.33 | 0.42 | 0.88 | |
| MPTT w/o PhaseⅡ | 0.76 | 0.47 | 0.50 | 0.53 | 0.89 | |
| MPTT(Ours) | 0.85 | 0.63 | 0.60 | 0.67 | 0.92 | |
| CL: Civilian, UC : Undercover | ||||||