Zhihan Liu

Guarded Policy Optimization with Imperfect Online Demonstrations

2023 · arXiv (Cornell University)

The Teacher-Student Framework (TSF) is a reinforcement learning setting where a teacher agent guards the training of a student agent by intervening and providing online demonstrations. Assuming optimal, the teacher policy has the perfect timing …