Recommendation on Amazon Reviews 2023
0.16HVPareto Optimization (w/o Constraints)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Pareto Optimization (w/o Constraints)constraint_handling=disabled2026.01 | 0.16 | 0.562 | 0.343 | 72 | |
| DualAgent-RecLLM_coordination=true, agent_structure=dual-agent2026.01 | 0.156 | 0.581 | 0.247 | 100 | |
| DualAgent-Rec (w/o LLM)LLM_coordination=false, resource_allocation=rule-based fixed ratio2026.01 | 0.155 | 0.577 | 0.251 | 100 | |
| Single Populationagent_specialization=false, population_size=2002026.01 | 0.152 | 0.549 | 0.238 | 100 |