Strategic Interaction Optimization (Constant Response) on Indirect Reciprocity Degenerate Regimes
95Reference Performancereciprocity gradient
Evaluation results
| Method | Links | |
|---|---|---|
| reciprocity gradientRepresentative opponents=ProudCoop+AllD (signal, flat-coop attractor), Required best response=constant cooperate at b=102026.05 | 95 | |
| Model-free baselines (DPG/DDPG/TD3)Representative opponents=L3 opponents, Training Domain=signal, Required best response=constant φ⁰ matches the norm2026.05 | 92 | |
| reciprocity gradientRepresentative opponents=Identity opponents, Training Domain=action, Required best response=constant π⁰ = 12026.05 | 89 | |
| reciprocity gradientRepresentative opponents=L3 opponents, Training Domain=action, Required best response=constant π⁰ = 12026.05 | 89 | |
| reciprocity gradientRepresentative opponents=L3 opponents, Training Domain=signal, Required best response=constant φ⁰ matches the norm2026.05 | 84 | |
| Model-free baselines (DPG/DDPG/TD3)Representative opponents=L6 opponents, Training Domain=signal, Required best response=constant φ⁰ matches the norm2026.05 | 79 | |
| Model-free baselines (DPG/DDPG/TD3)Representative opponents=ProudCoop+AllD (signal, flat-coop attractor), Required best response=constant cooperate at b=102026.05 | 79 | |
| reciprocity gradientRepresentative opponents=L6 opponents, Training Domain=signal, Required best response=constant φ⁰ matches the norm2026.05 | 71 | |
| reciprocity gradientRepresentative opponents=Identity opponents, Training Domain=signal, Required best response=constant φ⁰→12026.05 | 67 | |
| Model-free baselines (DPG/DDPG/TD3)Representative opponents=Identity opponents, Training Domain=signal, Required best response=constant φ⁰→12026.05 | 53 | |
| Model-free baselines (DPG/DDPG/TD3)Representative opponents=L3 opponents, Training Domain=action, Required best response=constant π⁰ = 12026.05 | 33 | |
| Model-free baselines (DPG/DDPG/TD3)Representative opponents=Identity opponents, Training Domain=action, Required best response=constant π⁰ = 12026.05 | 20 |