Victor Y Zhong

Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning

We investigate the use of natural language to drive the generalization of control policies and introduce the new multi-task environment Messenger with free-form text manuals describing the environment dynamics. Unlike previous work, Messenger does not assume prior knowledge connecting text and state…