Learning How to Infer Partial MDPs for In-Context Adaptation and Exploration

Chentian Jiang, Nan Rosemary Ke, Hado van Hasselt

To generalize across tasks, an agent should acquire knowledge from past tasks that facilitate adaptation and exploration in future tasks. We focus on the problem of in-context adap…