2022
Leveraging Class Abstraction for Commonsense Reinforcement Learning via Residual Policy Gradient Methods
IJCAI 2022poster
Enabling reinforcement learning (RL) agents to leverage a knowledge base while learning from experience promises to advance RL in knowledge intensive domains. However, it has proven difficult to leverage knowledge that is not manually tailored to the environment. We propose to use the subclass relat…