Aniruddh G. Puranic

Poster Abstract: Learning from Demonstrations with Temporal Logics

2022

Learning-from-demonstrations (LfD) is a popular paradigm to obtain effective robot control policies for complex tasks via reinforcement learning without the need to explicitly design reward functions. However, it is susceptible to imperfections in demonstrations and …