New training approach could help AI agents perform better in uncertain conditions

Boston MA (SPX) Jan 30, 2025

A home robot trained to perform household tasks in a factory may fail to effectively scrub the sink or take out the trash when deployed in a user's kitchen, since this new environment differs from its training space. To avoid this, engineers often try to match the simulated training environment as closely as possible with the real world where the agent will be deployed. However, res