Learning Abstractions for Hierarchical Planning in Program-Synthesis Agents

Zergham Ahmed, Kazuki Irie, Joshua B. Tenenbaum +2

Humans learn abstractions and use them to plan efficiently to quickly generalize across tasks -- an ability that remains challenging for state-of-the-art large language model (LLM)…