Shin, Jaeuk

On Task-Relevant Loss Functions in Meta-Reinforcement Learning and Online LQR

2023 · arXiv (Cornell University)

Designing a competent meta-reinforcement learning (meta-RL) algorithm in terms of data usage remains a central challenge to be tackled for its successful real-world applications. In this paper, we propose a sample-efficient meta-RL algorithm that learns …