Backward Imitation and Forward Reinforcement Learning via Bi-directional Model Rollouts

Yuxin Pan, Fangzhen Lin

Traditional model-based reinforcement learning (RL) methods generate forward rollout traces using the learnt dynamics model to reduce interactions with the real environment. The re…