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Asynchronous Planning on NL (test)

78.2AccuracyGraph (40 steps) + NL (40 steps)
41.69651.17360.6570.127Feb 3, 2026

Evaluation results

MethodLinks
Graph (40 steps) + NL (40 steps)Model=Qwen 1.5B, Stage 1=Graph (40 steps), Stage 2=NL (40 steps), Training Algorithm=GRPO2026.0278.2
GPT-4o (zero-shot)Mode=zero-shot2026.0278.2
NL only (80 steps)Model=Qwen 1.5B, Total Training steps=80 steps, Training Algorithm=GRPO2026.0269.8
7B (NL 40 steps)Model=Qwen 7B, Training steps=40 steps2026.0269.8
3B (NL 40 steps)Model=Qwen 3B, Training steps=40 steps2026.0247.1
GPT-4o-mini (zero-shot)Mode=zero-shot2026.0244
NL (40 steps) + Graph (40 steps)Model=Qwen 1.5B, Stage 1=NL (40 steps), Stage 2=Graph (40 steps), Training Algorithm=GRPO2026.0243.1