PRO-LONG: Programmatic Memory Enables Long-Horizon Reasoning

Alexis Fox, Junlin Wang, Paul Rosu +1

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 li…