2025
Policy Compatible Skill Incremental Learning via Lazy Learning Interface
NeurIPS 2025spotlight
Skill Incremental Learning (SIL) is the process by which an embodied agent expands and refines its skill set over time by leveraging experience gained through interaction with its environment or by the integration of additional data. SIL facilitates efficient acquisition of hierarchical policies gro…