@article{beyondimitationreinforcementlearningfora, title = {Beyond Imitation: Reinforcement Learning for Active Latent Planning}, author = {Zhi Zheng and Wee Sun Lee}, year = {2026}, eprint = {2601.21598}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.21598}, }