The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation

@misc{men2026physics,
  title = {The Physics of Multi-Turn Long-Horizon Planning: From Pre-training to Post-training via Single- and Multi-Teacher On-Policy Agentic Distillation},
  author = {Tianyi Men and Zhuoran Jin and Kang Liu and Jun Zhao},
  year = {2026},
  eprint = {2607.24720},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.24720},
}