Effective Exploration via Intrinsic Motivation in Reinforcement Learning
This study investigates intrinsic motivation mechanisms, specifically focusing on the “Don’t Do What Doesn’t Matter” (DoWhaM) method, and proposes Area-aware DoWhaM Adaptation (ADA), which extends action-usefulness with spatial novelty bonuses to encourage expanding the visible area.