PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning.

arXiv:2607.20064v3 Announce Type: replace Abstract: Long-horizon tasks require sustained perception, reasoning, and exploration, and are a persistent challenge for large language model (LLM) agents. This gap is reflected in their limited performance on continu