From Kicking to Causality: Simulating Infant Agency Detection with a Robust Intrinsic Reward

Xia Xu, Jochen Triesch

While human infants robustly discover their own causal efficacy, standard reinforcement learning agents remain brittle, as their reliance on correlation-based rewards fails in nois…