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Xiaoteng Ma
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2020 – today
- 2024
- [c24]Yuhua Jiang, Qihan Liu, Xiaoteng Ma, Chenghao Li, Yiqin Yang, Jun Yang, Bin Liang, Qianchuan Zhao:
Learning Diverse Risk Preferences in Population-Based Self-Play. AAAI 2024: 12910-12918 - [c23]Qihan Liu, Jianing Ye, Xiaoteng Ma, Jun Yang, Bin Liang, Chongjie Zhang:
Efficient Multi-agent Reinforcement Learning by Planning. ICLR 2024 - [c22]Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Li Xiu, Zongqing Lu:
SEABO: A Simple Search-Based Method for Offline Imitation Learning. ICLR 2024 - [c21]Zhipeng Liang, Xiaoteng Ma, José H. Blanchet, Jun Yang, Jiheng Zhang, Zhengyuan Zhou:
Single-Trajectory Distributionally Robust Reinforcement Learning. ICML 2024 - [c20]Xiaoteng Ma, Qing Li, Junkun Peng, Gareth Tyson, Ziwen Ye, Shisong Tang, Qian Ma, Shengbin Meng, Gabriel-Miro Muntean:
Smart Data-Driven Proactive Push to Edge Network for User-Generated Videos. INFOCOM 2024: 511-520 - [c19]Ziwen Ye, Qing Li, Chunyu Qiao, Xiaoteng Ma, Yong Jiang, Qian Ma, Shengbin Meng, Zhenhui Yuan, Zili Meng:
KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming. USENIX ATC 2024: 321-338 - [i22]Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Xiu Li, Zongqing Lu:
SEABO: A Simple Search-Based Method for Offline Imitation Learning. CoRR abs/2402.03807 (2024) - [i21]Qihan Liu, Jianing Ye, Xiaoteng Ma, Jun Yang, Bin Liang, Chongjie Zhang:
Efficient Multi-agent Reinforcement Learning by Planning. CoRR abs/2405.11778 (2024) - 2023
- [j7]Shuai Ma, Xiaoteng Ma
, Li Xia
A unified algorithm framework for mean-variance optimization in discounted Markov decision processes. Eur. J. Oper. Res. 311(3): 1057-1067 (2023) - [j6]Ziwen Ye
VRCT: A Viewport Reconstruction-Based 360° Video Caching Solution for Tile-Adaptive Streaming. IEEE Trans. Broadcast. 69(3): 691-703 (2023) - [c18]Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li:
Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning. ECAI 2023: 3018-3025 - [c17]Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang:
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? ICML 2023: 39543-39571 - [c16]Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao:
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract). IJCAI 2023: 6925-6930 - [c15]Kang Xu, Chenjia Bai, Xiaoteng Ma, Dong Wang, Bin Zhao, Zhen Wang, Xuelong Li, Wei Li:
Cross-Domain Policy Adaptation via Value-Guided Data Filtering. NeurIPS 2023 - [i20]Zhipeng Liang, Xiaoteng Ma, Jose H. Blanchet, Jiheng Zhang, Zhengyuan Zhou:
Single-Trajectory Distributionally Robust Reinforcement Learning. CoRR abs/2301.11721 (2023) - [i19]Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li:
Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning. CoRR abs/2304.04660 (2023) - [i18]Yuhua Jiang, Qihan Liu, Xiaoteng Ma, Chenghao Li, Yiqin Yang, Jun Yang, Bin Liang, Qianchuan Zhao:
Learning Diverse Risk Preferences in Population-based Self-play. CoRR abs/2305.11476 (2023) - [i17]Kang Xu, Chenjia Bai, Xiaoteng Ma, Dong Wang, Bin Zhao, Zhen Wang, Xuelong Li, Wei Li:
Cross-Domain Policy Adaptation via Value-Guided Data Filtering. CoRR abs/2305.17625 (2023) - [i16]Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang:
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? CoRR abs/2305.18882 (2023) - 2022
- [j5]Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao:
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning. J. Artif. Intell. Res. 75: 569-595 (2022) - [j4]Xiaoteng Ma
QAVA: QoE-Aware Adaptive Video Bitrate Aggregation for HTTP Live Streaming Based on Smart Edge Computing. IEEE Trans. Broadcast. 68(3): 661-676 (2022) - [j3]Xiaoteng Ma
Learning-Based Joint QoE Optimization for Adaptive Video Streaming Based on Smart Edge. IEEE Trans. Netw. Serv. Manag. 19(2): 1789-1806 (2022) - [c14]Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li:
Efficient Continuous Control with Double Actors and Regularized Critics. AAAI 2022: 7655-7663 - [c13]Xiaoteng Ma
Offline Reinforcement Learning with Value-based Episodic Memory. ICLR 2022 - [c12]Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu:
Mildly Conservative Q-Learning for Offline Reinforcement Learning. NeurIPS 2022 - [c11]Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou:
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping. NeurIPS 2022 - [c10]Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han:
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. NeurIPS 2022 - [c9]Shisong Tang, Qing Li, Xiaoteng Ma
Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction. WWW 2022: 2879-2887 - [c8]Junkun Peng
MagNet: Cooperative Edge Caching by Automatic Content Congregating. WWW 2022: 3280-3288 - [i15]Shuai Ma, Xiaoteng Ma, Li Xia:
A unified algorithm framework for mean-variance optimization in discounted Markov decision processes. CoRR abs/2201.05737 (2022) - [i14]Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han:
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing. CoRR abs/2206.02829 (2022) - [i13]Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu:
Mildly Conservative Q-Learning for Offline Reinforcement Learning. CoRR abs/2206.04745 (2022) - [i12]Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning. CoRR abs/2206.07376 (2022) - [i11]Xiaoteng Ma, Zhipeng Liang, Jose H. Blanchet, Mingwen Liu, Li Xia, Jiheng Zhang, Qianchuan Zhao, Zhengyuan Zhou:
Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation. CoRR abs/2209.06620 (2022) - [i10]Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou:
Exploiting Reward Shifting in Value-Based Deep RL. CoRR abs/2209.07288 (2022) - 2021
- [j2]Qiyuan Zhang
Learning to Discover Task-Relevant Features for Interpretable Reinforcement Learning. IEEE Robotics Autom. Lett. 6(4): 6601-6607 (2021) - [j1]Aoyang Zhang
Video Super-Resolution and Caching - An Edge-Assisted Adaptive Video Streaming Solution. IEEE Trans. Broadcast. 67(4): 799-812 (2021) - [c7]Xiaoteng Ma, Yiqin Yang, Chenghao Li, Yiwen Lu, Qianchuan Zhao, Jun Yang:
Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. AAMAS 2021: 853-861 - [c6]Xiaoteng Ma
Average-Reward Reinforcement Learning with Trust Region Methods. IJCAI 2021: 2797-2803 - [c5]Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao:
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning. NeurIPS 2021: 10299-10312 - [i9]Xiaoteng Ma
Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning. CoRR abs/2102.06042 (2021) - [i8]Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li:
Efficient Continuous Control with Double Actors and Regularized Critics. CoRR abs/2106.03050 (2021) - [i7]Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao:
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning. CoRR abs/2106.03400 (2021) - [i6]Xiaoteng Ma, Xiaohang Tang, Li Xia, Jun Yang, Qianchuan Zhao:
Average-Reward Reinforcement Learning with Trust Region Methods. CoRR abs/2106.03442 (2021) - [i5]Kailai Sun, Xiaoteng Ma, Qianchuan Zhao, Peng Liu:
MGPSN: Motion-Guided Pseudo Siamese Network for Indoor Video Head Detection. CoRR abs/2110.03302 (2021) - [i4]Xiaoteng Ma, Yiqin Yang, Hao Hu, Qihan Liu, Jun Yang, Chongjie Zhang, Qianchuan Zhao, Bin Liang:
Offline Reinforcement Learning with Value-based Episodic Memory. CoRR abs/2110.09796 (2021) - 2020
- [c4]Chenghao Li, Xiaoteng Ma
Fairness Control of Traffic Light via Deep Reinforcement Learning. CASE 2020: 652-658 - [i3]Xiaoteng Ma
Distributional Soft Actor Critic for Risk Sensitive Learning. CoRR abs/2004.14547 (2020) - [i2]Ming Zhang
Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration. CoRR abs/2006.03503 (2020) - [i1]Chenghao Li, Xiaoteng Ma
SOAC: The Soft Option Actor-Critic Architecture. CoRR abs/2006.14363 (2020)
2010 – 2019
- 2019
- [c3]Teng Long, Xiaoteng Ma
Bi-level Proximal Policy optimization for Stochastic Coordination of EV Charging Load with Uncertain Wind Power. CCTA 2019: 302-307 - [c2]Xiaoteng Ma
Steward: smart edge based joint QoE optimization for adaptive video streaming. NOSSDAV 2019: 31-36 - 2018
- [c1]Kailai Sun
Attendance and Security System Based on Building Video Surveillance. ICSCIB 2018: 153-162
Coauthor Index
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last updated on 2024-11-21 20:28 CET by the dblp team
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