Xiaoteng Ma - RankMe

63 papers A* 20A 2B 1Journal 36Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CVaR-Constrained Policy Optimization for Safe Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Qiyuan Zhang, Shu Leng, Xiaoteng Ma, Qihan Liu, Xueqian Wang, Bin Liang, Yu Liu, Jun Yang
2025	A*	`conf`	Cross-Domain Offline Policy Adaptation with Optimal Transport and Dataset Constraint. ICLR Jiafei Lyu, Mengbei Yan, Zhongjian Qiao, Runze Liu, Xiaoteng Ma, Deheng Ye, Jingwen Yang, Zongqing Lu, Xiu Li
2025	J	`jnl`	DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning. J. Artif. Intell. Res. Xiaoteng Ma, Junyao Chen, Li Xia, Jun Yang, Qianchuan Zhao, Zhengyuan Zhou
2025	J	`jnl`	Deep Learning and Supply Chain based Enterprise Strategic Marketing Operation Management System Construction. Scalable Comput. Pract. Exp. Xiaoteng Ma, Liufeng Wang
2025	A*	`conf`	Episodic Novelty Through Temporal Distance. ICLR Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Hao Hu, Jun Yang, Bin Liang, Bo Xu, Chongjie Zhang, Qianchuan Zhao
2025	J	`jnl`	Episodic Novelty Through Temporal Distance. CoRR Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Hao Hu, Jun Yang, Bin Liang, Bo Xu, Chongjie Zhang, Qianchuan Zhao
2025	J	`jnl`	Integrating Diffusion-based Multi-task Learning with Online Reinforcement Learning for Robust Quadruped Robot Control. CoRR Xinyao Qin, Xiaoteng Ma, Yang Qi, Qihan Liu, Chuanyi Xue, Gui Ning, Qinyu Dong, Jun Yang, Bin Liang
2025	J	`jnl`	Label Unbalance in High-frequency Trading. CoRR Zijian Zhao, Xuming Zhang, Jiayu Wen, Mingwen Liu, Xiaoteng Ma
2025	J	`jnl`	Where LLM Agents Fail and How They can Learn From Failures. CoRR Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You
2024	A*	`conf`	Efficient Multi-agent Reinforcement Learning by Planning. ICLR Qihan Liu, Jianing Ye, Xiaoteng Ma, Jun Yang, Bin Liang, Chongjie Zhang
2024	J	`jnl`	Efficient Multi-agent Reinforcement Learning by Planning. CoRR Qihan Liu, Jianing Ye, Xiaoteng Ma, Jun Yang, Bin Liang, Chongjie Zhang
2024	—	`conf`	KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming. USENIX ATC Ziwen Ye, Qing Li, Chunyu Qiao, Xiaoteng Ma, Yong Jiang, Qian Ma, Shengbin Meng, Zhenhui Yuan, Zili Meng
2024	A*	`conf`	Learning Diverse Risk Preferences in Population-Based Self-Play. AAAI Yuhua Jiang, Qihan Liu, Xiaoteng Ma, Chenghao Li, Yiqin Yang, Jun Yang, Bin Liang, Qianchuan Zhao
2024	A*	`conf`	NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning. NeurIPS Chuanyi Xue, Qihan Liu, Xiaoteng Ma, Xinyao Qin, Gui Ning, Yang Qi, Jinsheng Ren, Bin Liang, Jun Yang
2024	A*	`conf`	SEABO: A Simple Search-Based Method for Offline Imitation Learning. ICLR Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Xiu Li, Zongqing Lu
2024	J	`jnl`	SEABO: A Simple Search-Based Method for Offline Imitation Learning. CoRR Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Xiu Li, Zongqing Lu
2024	A*	`conf`	Single-Trajectory Distributionally Robust Reinforcement Learning. ICML Zhipeng Liang, Xiaoteng Ma, José H. Blanchet, Jun Yang, Jiheng Zhang, Zhengyuan Zhou
2024	A*	`conf`	Smart Data-Driven Proactive Push to Edge Network for User-Generated Videos. INFOCOM Xiaoteng Ma, Qing Li, Junkun Peng, Gareth Tyson, Ziwen Ye, Shisong Tang, Qian Ma, Shengbin Meng, Gabriel-Miro Muntean
2023	J	`jnl`	A unified algorithm framework for mean-variance optimization in discounted Markov decision processes. Eur. J. Oper. Res. Shuai Ma, Xiaoteng Ma, Li Xia
2023	A*	`conf`	Cross-Domain Policy Adaptation via Value-Guided Data Filtering. NeurIPS Kang Xu, Chenjia Bai, Xiaoteng Ma, Dong Wang, Bin Zhao, Zhen Wang, Xuelong Li, Wei Li
2023	J	`jnl`	Cross-Domain Policy Adaptation via Value-Guided Data Filtering. CoRR Kang Xu, Chenjia Bai, Xiaoteng Ma, Dong Wang, Bin Zhao, Zhen Wang, Xuelong Li, Wei Li
2023	J	`jnl`	Learning Diverse Risk Preferences in Population-based Self-play. CoRR Yuhua Jiang, Qihan Liu, Xiaoteng Ma, Chenghao Li, Yiqin Yang, Jun Yang, Bin Liang, Qianchuan Zhao
2023	A*	`conf`	Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract). IJCAI Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao
2023	J	`jnl`	Single-Trajectory Distributionally Robust Reinforcement Learning. CoRR Zhipeng Liang, Xiaoteng Ma, Jose H. Blanchet, Jiheng Zhang, Zhengyuan Zhou
2023	A	`conf`	Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning. ECAI Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
2023	J	`jnl`	Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning. CoRR Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li
2023	J	`jnl`	VRCT: A Viewport Reconstruction-Based 360° Video Caching Solution for Tile-Adaptive Streaming. IEEE Trans. Broadcast. Ziwen Ye, Qing Li, Xiaoteng Ma, Dan Zhao, Yong Jiang, Lianbo Ma, Bo Yi, Gabriel-Miro Muntean
2023	A*	`conf`	What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? ICML Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang
2023	J	`jnl`	What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? CoRR Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang
2022	J	`jnl`	A unified algorithm framework for mean-variance optimization in discounted Markov decision processes. CoRR Shuai Ma, Xiaoteng Ma, Li Xia
2022	J	`jnl`	Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation. CoRR Xiaoteng Ma, Zhipeng Liang, Jose H. Blanchet, Mingwen Liu, Li Xia, Jiheng Zhang, Qianchuan Zhao, Zhengyuan Zhou
2022	A*	`conf`	Efficient Continuous Control with Double Actors and Regularized Critics. AAAI Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li
2022	A*	`conf`	Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping. NeurIPS Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou
2022	J	`jnl`	Exploiting Reward Shifting in Value-Based Deep RL. CoRR Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou
2022	A*	`conf`	Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction. WWW Shisong Tang, Qing Li, Xiaoteng Ma, Ci Gao, Dingmin Wang, Yong Jiang, Qian Ma, Aoyang Zhang, Hechang Chen
2022	J	`jnl`	Learning-Based Joint QoE Optimization for Adaptive Video Streaming Based on Smart Edge. IEEE Trans. Netw. Serv. Manag. Xiaoteng Ma, Qing Li, Yong Jiang, Gabriel-Miro Muntean, Longhao Zou
2022	A*	`conf`	MagNet: Cooperative Edge Caching by Automatic Content Congregating. WWW Junkun Peng, Qing Li, Xiaoteng Ma, Yong Jiang, Yutao Dong, Chuang Hu, Meng Chen
2022	J	`jnl`	Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning. CoRR Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao
2022	J	`jnl`	Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning. J. Artif. Intell. Res. Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao
2022	A*	`conf`	Mildly Conservative Q-Learning for Offline Reinforcement Learning. NeurIPS Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu
2022	J	`jnl`	Mildly Conservative Q-Learning for Offline Reinforcement Learning. CoRR Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu
2022	A*	`conf`	Offline Reinforcement Learning with Value-based Episodic Memory. ICLR Xiaoteng Ma, Yiqin Yang, Hao Hu, Jun Yang, Chongjie Zhang, Qianchuan Zhao, Bin Liang, Qihan Liu
2022	J	`jnl`	QAVA: QoE-Aware Adaptive Video Bitrate Aggregation for HTTP Live Streaming Based on Smart Edge Computing. IEEE Trans. Broadcast. Xiaoteng Ma, Qing Li, Longhao Zou, Junkun Peng, Jianer Zhou, Jimeng Chai, Yong Jiang, Gabriel-Miro Muntean
2022	A*	`conf`	RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. NeurIPS Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han
2022	J	`jnl`	RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. CoRR Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han
2021	A*	`conf`	Average-Reward Reinforcement Learning with Trust Region Methods. IJCAI Xiaoteng Ma, Xiaohang Tang, Li Xia, Jun Yang, Qianchuan Zhao
2021	J	`jnl`	Average-Reward Reinforcement Learning with Trust Region Methods. CoRR Xiaoteng Ma, Xiaohang Tang, Li Xia, Jun Yang, Qianchuan Zhao
2021	A*	`conf`	Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning. NeurIPS Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao
2021	J	`jnl`	Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning. CoRR Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao
2021	J	`jnl`	Efficient Continuous Control with Double Actors and Regularized Critics. CoRR Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li
2021	J	`jnl`	Learning to Discover Task-Relevant Features for Interpretable Reinforcement Learning. IEEE Robotics Autom. Lett. Qiyuan Zhang, Xiaoteng Ma, Yiqin Yang, Chenghao Li, Jun Yang, Yu Liu, Bin Liang
2021	J	`jnl`	MGPSN: Motion-Guided Pseudo Siamese Network for Indoor Video Head Detection. CoRR Kailai Sun, Xiaoteng Ma, Qianchuan Zhao, Peng Liu
2021	A	`conf`	Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. AAMAS Xiaoteng Ma, Yiqin Yang, Chenghao Li, Yiwen Lu, Qianchuan Zhao, Jun Yang
2021	J	`jnl`	Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. CoRR Xiaoteng Ma, Yiqin Yang, Chenghao Li, Yiwen Lu, Qianchuan Zhao, Yang Jun
2021	J	`jnl`	Offline Reinforcement Learning with Value-based Episodic Memory. CoRR Xiaoteng Ma, Yiqin Yang, Hao Hu, Qihan Liu, Jun Yang, Chongjie Zhang, Qianchuan Zhao, Bin Liang
2021	J	`jnl`	Video Super-Resolution and Caching - An Edge-Assisted Adaptive Video Streaming Solution. IEEE Trans. Broadcast. Aoyang Zhang, Qing Li, Ying Chen, Xiaoteng Ma, Longhao Zou, Yong Jiang, Zhimin Xu, Gabriel-Miro Muntean
2020	J	`jnl`	Distributional Soft Actor Critic for Risk Sensitive Learning. CoRR Xiaoteng Ma, Qiyuan Zhang, Li Xia, Zhengyuan Zhou, Jun Yang, Qianchuan Zhao
2020	—	`conf`	Fairness Control of Traffic Light via Deep Reinforcement Learning. CASE Chenghao Li, Xiaoteng Ma, Li Xia, Qianchuan Zhao, Jun Yang
2020	J	`jnl`	SOAC: The Soft Option Actor-Critic Architecture. CoRR Chenghao Li, Xiaoteng Ma, Chongjie Zhang, Jun Yang, Li Xia, Qianchuan Zhao
2020	J	`jnl`	Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration. CoRR Ming Zhang, Yawei Wang, Xiaoteng Ma, Li Xia, Jun Yang, Zhiheng Li, Xiu Li
2019	—	`conf`	Bi-level Proximal Policy optimization for Stochastic Coordination of EV Charging Load with Uncertain Wind Power. CCTA Teng Long, Xiaoteng Ma, Qing-Shan Jia
2019	B	`conf`	Steward: smart edge based joint QoE optimization for adaptive video streaming. NOSSDAV Xiaoteng Ma, Qing Li, Jimeng Chai, Xi Xiao, Shu-Tao Xia, Yong Jiang
2018	—	`conf`	Attendance and Security System Based on Building Video Surveillance. ICSCIB Kailai Sun, Qianchuan Zhao, Jianhong Zou, Xiaoteng Ma