Teacher-Student Representational Alignment for Reinforcement Learning-Driven Imitation Learning

Meraj Mammadov, Pedro Zuidberg Dos Martires, Johannes Andreas Stork

Imitation learning (IL) from a state-based reinforcement learning (RL) policy is a common approach to overcome the curse of dimensionality in complex and high-dimensional observati…