Sequential Decision Making on ALFWorld (val_seen)
15,527Total Wall-Clock Time (s)Selective-rollout gate
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Selective-rollout gateBackbone=Qwen2.5-7B, LoRA=true, Gating Mechanism=Enabled, K=10, dL=0.12, G=8, Training Iterations=60, Prompts per iteration=10, Decoding Strategy=greedy2026.05 | 15,527 | 106 | 0.145 | 39.5 | 44 | |
| baselineBackbone=Qwen2.5-7B, LoRA=true, Gating Mechanism=Disabled, K=10, dL=0.12, G=8, Training Iterations=60, Prompts per iteration=10, Decoding Strategy=greedy2026.05 | 17,393 | 0 | 0.125 | 39.5 | 41.5 |