Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions

Xiangtong Yao, Zhenshan Bing, Genghang Zhuang +4

Meta-reinforcement learning (meta-RL) is a promising approach that enables the agent to learn new tasks quickly. However, most meta-RL algorithms show poor generalization in multi-…