code agent最强61.1%，VLA推理快6倍

重点关注

• CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks? score 11
  入选 HF Daily Papers；HF 热度: 9 upvotes (+2)；有代码实现；关键词(1): agentic；顶会接收: ICML

也值得关注

• Think Less, Act Early: Reinforced Latent Reasoning with Early Exit in Vision-Language-Action Models score 4
  关键词(3): reasoning, vision-language, embodied；顶会接收: ICML
• Temporal Difference Learning for Diffusion Models score 3
  顶会接收: ICML
• Diversity-Driven Offline Multi-Objective Optimization via Nested Pareto Set Learning score 3
  顶会接收: ICML
• Dual-Network PINNs for Optimal Control: A Reproducible Benchmark on the Mass-Spring-Damper System score 3
  机构: Google
• Timestep Rescheduling in Diffusion Inversion score 3
  顶会接收: ICML