When Do Intrinsic Rewards Lead to Exploration?

Scott W. Viteri, Laura Gomezjurado Gonzalez, Clark Barrett

Intrinsic rewards are designed to guide exploration in reinforcement learning by assigning value to an agent's experience, for example through prediction error or learning progress…