Cross Domain Policy Transfer with Effect Cycle-Consistency

Ruiqi Zhu, Tianhong Dai, Oya Celiktutan

Training a robotic policy from scratch using deep reinforcement learning methods can be prohibitively expensive due to sample inefficiency. To address this challenge, transferring…