Rapidly Adapting Policies to the Real World via Simulation-Guided Fine-Tuning. - Patrick Yin; Tyler Westenbroek; Simran Bagaria; Kevin Huang; Ching-an Cheng; Andrey Kobolov; Abhishek Gupta (CoRR, 2025)