@article{curiositycriticcumulativepredictionerror, title = {Curiosity-Critic: Cumulative Prediction Error Improvement as a Tractable Intrinsic Reward for World Model Training}, author = {Vin Bhaskara and Haicheng Wang}, year = {2026}, eprint = {2604.18701}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.18701}, }