Symbolic reasoning with meta-reinforcement learning for complex decision-making

Integrate symbolic reasoning with meta-reinforcement learning to enable complex decision-making in Neuro-Symbolic AI, combining structured knowledge with adaptive learning strategies.

Background

The paper reviews initial efforts that combine reinforcement learning with symbolic features and logic induction. The authors explicitly state that integrating symbolic reasoning with meta-reinforcement learning for complex decision-making remains an open research question.