Adaptive Correlation-Weighted Intrinsic Rewards for Reinforcement Learning

Viet Bac Nguyen, Phuong Thai Nguyen

We propose ACWI (Adaptive Correlation Weighted Intrinsic), an adaptive intrinsic reward scaling framework designed to dynamically balance intrinsic and extrinsic rewards for improv…