@article{gpuparallelmultitaskreinforcementlearnin, title = {GPU-Parallel Multi-Task Reinforcement Learning with Demonstration Guided Policy Optimization}, author = {Rui Zhang and Qiwei Wu and Zhengyu Zhang and Tao Li and Yunrong Guo and Junjie Lai and Renjing Xu and Weihua Zhang}, year = {2026}, eprint = {2606.03335}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.03335}, }