@article{ramacmultimodalriskawareofflinereinforce, title = {RAMAC: Multimodal Risk-Aware Offline Reinforcement Learning and the Role of Behavior Regularization}, author = {Kai Fukazawa and Kunal Mundada and Iman Soltani}, year = {2025}, eprint = {2510.02695}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.02695}, }