Exploiting Contextual Structure to Generate Useful Auxiliary Tasks

Benedict Quartey, Ankit Shah, George Konidaris

Reinforcement learning requires interaction with an environment, which is expensive for robots. This constraint necessitates approaches that work with limited environmental interac…