Active Task-Inference-Guided Deep Inverse Reinforcement Learning

Farzan Memarian, Zhe Xu, Bo Wu +2

We consider the problem of reward learning for temporally extended tasks. For reward learning, inverse reinforcement learning (IRL) is a widely used paradigm. Given a Markov decisi…