Training-Free Group Relative Policy Optimization.

Yong Mao

Yuzheng Cai Siqi Cai Yuchen Shi Zihan Xu Lichao Chen Yulei Qin Xiaoyu Tan Gang Li Zongyi Li Haojia Lin Yong Mao Ke Li 0015 Xing Sun 0001 Training-Free Group Relative Policy Optimization. 2025 October abs/2510.08191 CoRR https://doi.org/10.48550/arXiv.2510.08191 db/journals/corr/corr2510.html#abs-2510-08191 streams/journals/corr

Shaofei Cai Yulei Qin Haojia Lin Zihan Xu Gang Li Yuchen Shi Zongyi Li Yong Mao Siqi Cai Xiaoyu Tan Yitao Liang Ke Li 0015 Xing Sun 0001 SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents. 2025 December abs/2512.22322 CoRR https://doi.org/10.48550/arXiv.2512.22322 db/journals/corr/corr2512.html#abs-2512-22322 streams/journals/corr

Yuchen Shi Yuzheng Cai Siqi Cai Zihan Xu Lichao Chen Yulei Qin Zhijian Zhou Xiang Fei Chaofan Qiu Xiaoyu Tan Gang Li Zongyi Li Haojia Lin Guocan Cai Yong Mao Yunsheng Wu Ke Li 0015 Xing Sun 0001 Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization. 2025 December abs/2512.24615 CoRR https://doi.org/10.48550/arXiv.2512.24615 db/journals/corr/corr2512.html#abs-2512-24615 streams/journals/corr

Dapeng Chu Yong Mao Haoxiang Li Hong Bie Yongjin Zhou 0001 Dual-Polarized Multi-Beam Fixed-Frequency Beam Scanning Leaky-Wave Antenna. 5070 2023 23 Sensors 11 https://doi.org/10.3390/s23115070 db/journals/sensors/sensors23.html#ChuMLB023

Philipp Heyken-Soares Leena N. Ahmed Yong Mao Christine L. Mumford Public transport network optimisation in PTV Visum using selection hyper-heuristics. 163-196 2021 13 Public Transp. 1 https://doi.org/10.1007/s12469-020-00249-7 db/journals/pubtrans/pubtrans13.html#Heyken-SoaresAM21

Ben Purvis Yong Mao Darren Robinson Entropy and its Application to Urban Systems. 56 2019 21 Entropy 1 https://doi.org/10.3390/e21010056 https://www.wikidata.org/entity/Q103832603 db/journals/entropy/entropy21.html#PurvisMR19

Julian F. Rosser Gavin Long Sameh Zakhary Doreen S. Boyd Yong Mao Darren Robinson Modelling Urban Housing Stocks for Building Energy Simulation Using CityGML EnergyADE. 163 2019 8 ISPRS Int. J. Geo Inf. 4 https://doi.org/10.3390/ijgi8040163 https://www.wikidata.org/entity/Q128138724 db/journals/ijgi/ijgi8.html#RosserLZBMR19

Philipp Heyken-Soares Christine L. Mumford Kwabena Amponsah Yong Mao An adaptive scaled network for public transport route optimisation. 379-412 2019 11 Public Transp. 2 https://doi.org/10.1007/s12469-019-00208-x db/journals/pubtrans/pubtrans11.html#Heyken-SoaresMA19

Julian F. Rosser Doreen S. Boyd Gavin Long Sameh Zakhary Yong Mao Darren Robinson Predicting residential building age from map data. 56-67 2019 73 Comput. Environ. Urban Syst. https://doi.org/10.1016/j.compenvurbsys.2018.08.004 https://www.wikidata.org/entity/Q129241374 db/journals/urban/urban73.html#RosserBLZMR19

Leena N. Ahmed Philipp Heyken-Soares Christine L. Mumford Yong Mao Optimising bus routes with fixed terminal nodes: comparing hyper-heuristics with NSGAII on realistic transportation networks. 1102-1110 2019 GECCO https://doi.org/10.1145/3321707.3321867 conf/gecco/2019 db/conf/gecco/gecco2019.html#AhmedHMM19

Christian Laugier Igor E. Paromtchik Mathias Perrollaz Yong Mao John-David Yoder Christopher Tay Kamel Mekhnacha Amaury Nègre Probabilistic Analysis of Dynamic Scenes and Collision Risks Assessment to Improve Driving Safety. 4-19 2011 3 IEEE Intell. Transp. Syst. Mag. 4 https://doi.org/10.1109/MITS.2011.942779 db/journals/itsm/itsm3.html#LaugierPPYYTMN11

Igor E. Paromtchik Christian Laugier Mathias Perrollaz Yong Mao Amaury Nègre Christopher Tay The ArosDyn project: Robust analysis of dynamic scenes. 1403-1409 2010 ICARCV https://doi.org/10.1109/ICARCV.2010.5707333 conf/icarcv/2010 db/conf/icarcv/icarcv2010.html#ParomtchikLPYNT10 John-David Yoder Mathias Perrollaz Igor E. Paromtchik Yong Mao Christian Laugier Experiments in Vision-Laser Fusion Using the Bayesian Occupancy Filter. 899-907 2010 ISER https://doi.org/10.1007/978-3-642-28572-1_62 conf/iser/2010 db/conf/iser/iser2010.html#YoderPPML10 Kamel Mekhnacha Yong Mao David Raulo Christian Laugier The "fast clustering-tracking" algorithm in the Bayesian occupancy filter framework. 238-245 2008 MFI https://doi.org/10.1109/MFI.2008.4648071 conf/mfi/2008 db/conf/mfi/mfi2008.html#MekhnachaMRL08

Zheng Xia Xiaobo Zhou 0001 Zheng Yin Youxian Sun Stephen T. C. Wong Yong Mao Automated recognition of cellular phenotypes by support vector machines with feature reduction. 247-253 2007 11 Int. J. Knowl. Based Intell. Eng. Syst. 4 https://doi.org/10.3233/KES-2007-11407 db/journals/kes/kes11.html#XiaZYSWM07

Yong Mao Jiaxin Wang Peifa Jia Shi Li 0002 Zhen Qiu Le Zhang Zhuo Han A Reinforcement Learning Based Dynamic Walking Control. 3609-3614 2007 conf/icra/2007 ICRA https://doi.org/10.1109/ROBOT.2007.364031 db/conf/icra/icra2007.html#MaoWJLQZH07 Yong Mao Yunhong Gu Jia Chen Robert L. Grossman SDCS: Simplified Data Communications in Parallel/Distributed Applications. 292-295 2006 conf/ccgrid/2006 CCGRID https://doi.org/10.1109/CCGRID.2006.90 https://doi.ieeecomputersociety.org/10.1109/CCGRID.2006.90 db/conf/ccgrid/ccgrid2006.html#MaoGCG06 Yong Mao Zheng Xia Daoying Pi Xiaobo Zhou 0001 Youxian Sun Stephen T. C. Wong Automated Recognition of Cellular Phenotypes by Support Vector Machines with Feature Reduction. 171-178 2006 conf/kes/2006-1 KES (1) https://doi.org/10.1007/11892960_21 db/conf/kes/kes2006-1.html#MaoXPZSW06 Yong Mao Xiaobo Zhou 0001 Zheng Yin Daoying Pi Youxian Sun Stephen T. C. Wong Gene Selection Using Gaussian Kernel Support Vector Machine Based Recursive Feature Elimination with Adaptive Kernel Width Strategy. 799-806 2006 conf/rskt/2006 RSKT https://doi.org/10.1007/11795131_116 db/conf/rskt/rskt2006.html#MaoZYPSW06 Leena N. Ahmed Kwabena Amponsah Hong Bie Doreen S. Boyd Guocan Cai Shaofei Cai Siqi Cai Yuzheng Cai Jia Chen Lichao Chen Dapeng Chu Xiang Fei Robert L. Grossman Yunhong Gu Zhuo Han Philipp Heyken-Soares Peifa Jia Christian Laugier Gang Li Haoxiang Li Ke Li 0015 Shi Li 0002 Zongyi Li Yitao Liang Haojia Lin Gavin Long Kamel Mekhnacha Christine L. Mumford Amaury Nègre Igor E. Paromtchik Mathias Perrollaz Daoying Pi Ben Purvis Yulei Qin Chaofan Qiu Zhen Qiu David Raulo Darren Robinson Julian F. Rosser Yuchen Shi Xing Sun 0001 Youxian Sun Xiaoyu Tan Christopher Tay Jiaxin Wang Stephen T. C. Wong Yunsheng Wu Zheng Xia Zihan Xu Zheng Yin John-David Yoder Sameh Zakhary Le Zhang Xiaobo Zhou 0001 Yongjin Zhou 0001 Zhijian Zhou