Ludii Game Generation on Ludii All Cells
395.62QD ScoreGAVEL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GAVELBase Model=CodeLlama-13b, Search Algorithm=MAP-Elites, Steps=500, j=3, k=32024.07 | 395.62 | 117.67 | 106.67 | |
| GAVEL-UCBBase Model=CodeLlama-13b, Search Algorithm=MAP-Elites, Mutation Selection Strategy=Upper Confidence Bound (UCB), Steps=5002024.07 | 341.17 | 96.67 | 88.33 | |
| Pure SamplingBase Model=CodeLlama-13b, Sample Count=4500, Strategy=Fine-tuned LLM without QD search2024.07 | 296.92 | 89 | 83 | |
| GPT-4oStrategy=Direct sampling2024.07 | 268.16 | 84.67 | 80.67 |