RTFM: Generalising to Novel Environment Dynamics via Reading

Victor Zhong, Tim Rocktäschel, Edward Grefenstette

Obtaining policies that can generalise to new environments in reinforcement learning is challenging. In this work, we demonstrate that language understanding via a reading policy l…