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Asynchronous planning on NL (train)

87.3AccuracyGraph (40 steps) + NL (40 steps)
48.92458.88768.8578.813Feb 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=GRPO2026.0287.3
NL only (80 steps)Model=Qwen 1.5B, Total Training steps=80 steps, Training Algorithm=GRPO2026.0281.1
7B (NL 40 steps)Model=Qwen 7B, Training steps=40 steps2026.0275.3
3B (NL 40 steps)Model=Qwen 3B, Training steps=40 steps2026.0255.6
NL (40 steps) + Graph (40 steps)Model=Qwen 1.5B, Stage 1=NL (40 steps), Stage 2=Graph (40 steps), Training Algorithm=GRPO2026.0250.4