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Asynchronous planning on NL-AAVE (test)

72.4AccuracyGPT-4o (zero-shot)
14.6829.66544.6559.635Feb 3, 2026

Evaluation results

MethodLinks
GPT-4o (zero-shot)Mode=zero-shot2026.0272.4
Graph (40 steps) + NL (40 steps)Model=Qwen 1.5B, Stage 1=Graph (40 steps), Stage 2=NL (40 steps), Training Algorithm=GRPO2026.0257.3
7B (NL 40 steps)Model=Qwen 7B, Training steps=40 steps2026.0257.3
NL only (80 steps)Model=Qwen 1.5B, Total Training steps=80 steps, Training Algorithm=GRPO2026.0250.7
3B (NL 40 steps)Model=Qwen 3B, Training steps=40 steps2026.0240
GPT-4o-mini (zero-shot)Mode=zero-shot2026.0228.9
NL (40 steps) + Graph (40 steps)Model=Qwen 1.5B, Stage 1=NL (40 steps), Stage 2=Graph (40 steps), Training Algorithm=GRPO2026.0216.9