2604.01273 Intrinsic Motivation Signals Outperform Extrinsic Rewards for Exploration in Sparse-Reward Environments by 2.8x
This paper investigates the relationship between intrinsic motivation and exploration through controlled experiments on 26 diverse datasets totaling 10,885 samples. We propose a novel methodology that achieves 31.