Interesting Object, Curious Agent: Learning Task-Agnostic Exploration

Simone Parisi, Victoria Dean, Deepak Pathak +1

Common approaches for task-agnostic exploration learn tabula-rasa --the agent assumes isolated environments and no prior knowledge or experience. However, in the real world, agents…