Receding Horizon Curiosity

Matthias Schultheis, Boris Belousov, Hany Abdulsamad, Jan Peters

Abstract: Sample-efficient exploration is crucial not only for discovering rewarding experiences but also for adapting to environment changes in a task-agnostic fashion. A principled treatment of the problem...