Xiaoteng Ma

According to our database, Xiaoteng Ma authored at least 41 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

KEPC-Push: A Knowledge-Enhanced Proactive Content Push Strategy for Edge-Assisted Video Feed Streaming.

Ziwen Ye, Qing Li, Chunyu Qiao, Xiaoteng Ma, Yong Jiang, Qian Ma, Shengbin Meng, Zhenhui Yuan, Zili Meng

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

Smart Data-Driven Proactive Push to Edge Network for User-Generated Videos.

Xiaoteng Ma, Qing Li, Junkun Peng, Gareth Tyson, Ziwen Ye, Shisong Tang, Qian Ma, Shengbin Meng, Gabriel-Miro Muntean

Proceedings of the IEEE INFOCOM 2024, 2024

Single-Trajectory Distributionally Robust Reinforcement Learning.

Zhipeng Liang, Xiaoteng Ma, José H. Blanchet, Jun Yang, Jiheng Zhang, Zhengyuan Zhou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

SEABO: A Simple Search-Based Method for Offline Imitation Learning.

Jiafei Lyu, Xiaoteng Ma, Le Wan, Runze Liu, Li Xiu, Zongqing Lu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Efficient Multi-agent Reinforcement Learning by Planning.

Qihan Liu, Jianing Ye, Xiaoteng Ma, Jun Yang, Bin Liang, Chongjie Zhang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learning Diverse Risk Preferences in Population-Based Self-Play.

Yuhua Jiang, Qihan Liu, Xiaoteng Ma, Chenghao Li, Yiqin Yang, Jun Yang, Bin Liang, Qianchuan Zhao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A unified algorithm framework for mean-variance optimization in discounted Markov decision processes.

Shuai Ma, Xiaoteng Ma, Li Xia

Eur. J. Oper. Res., December, 2023

VRCT: A Viewport Reconstruction-Based 360° Video Caching Solution for Tile-Adaptive Streaming.

Ziwen Ye, Qing Li, Xiaoteng Ma, Dan Zhao, Yong Jiang, Lianbo Ma, Bo Yi, Gabriel-Miro Muntean

IEEE Trans. Broadcast., September, 2023

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Yong Lin, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

CoRR, 2023

Uncertainty-driven Trajectory Truncation for Model-based Offline Reinforcement Learning.

Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li

CoRR, 2023

Single-Trajectory Distributionally Robust Reinforcement Learning.

Zhipeng Liang, Xiaoteng Ma, Jose H. Blanchet, Jiheng Zhang, Zhengyuan Zhou

CoRR, 2023

Cross-Domain Policy Adaptation via Value-Guided Data Filtering.

Kang Xu, Chenjia Bai, Xiaoteng Ma, Dong Wang, Bin Zhao, Zhen Wang, Xuelong Li, Wei Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning (Extended Abstract).

Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?

Rui Yang, Lin Yong, Xiaoteng Ma, Hao Hu, Chongjie Zhang, Tong Zhang

Proceedings of the International Conference on Machine Learning, 2023

Uncertainty-Driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning.

Junjie Zhang, Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Jun Yang, Le Wan, Xiu Li

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Learning-Based Joint QoE Optimization for Adaptive Video Streaming Based on Smart Edge.

Xiaoteng Ma, Qing Li, Yong Jiang, Gabriel-Miro Muntean, Longhao Zou

IEEE Trans. Netw. Serv. Manag., 2022

QAVA: QoE-Aware Adaptive Video Bitrate Aggregation for HTTP Live Streaming Based on Smart Edge Computing.

Xiaoteng Ma, Qing Li, Longhao Zou, Junkun Peng, Jianer Zhou, Jimeng Chai, Yong Jiang, Gabriel-Miro Muntean

IEEE Trans. Broadcast., 2022

Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning.

Xiaoteng Ma, Shuai Ma, Li Xia, Qianchuan Zhao

J. Artif. Intell. Res., 2022

Exploiting Reward Shifting in Value-Based Deep RL.

Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou

CoRR, 2022

Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation.

Xiaoteng Ma, Zhipeng Liang, Jose H. Blanchet, Mingwen Liu, Li Xia, Jiheng Zhang, Qianchuan Zhao, Zhengyuan Zhou

CoRR, 2022

Knowledge-based Temporal Fusion Network for Interpretable Online Video Popularity Prediction.

Shisong Tang, Qing Li, Xiaoteng Ma, Ci Gao, Dingmin Wang, Yong Jiang, Qian Ma, Aoyang Zhang, Hechang Chen

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

MagNet: Cooperative Edge Caching by Automatic Content Congregating.

Junkun Peng, Qing Li, Xiaoteng Ma, Yong Jiang, Yutao Dong, Chuang Hu, Meng Chen

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

RORL: Robust Offline Reinforcement Learning via Conservative Smoothing.

Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping.

Hao Sun, Lei Han, Rui Yang, Xiaoteng Ma, Jian Guo, Bolei Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Mildly Conservative Q-Learning for Offline Reinforcement Learning.

Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Offline Reinforcement Learning with Value-based Episodic Memory.

Xiaoteng Ma, Yiqin Yang, Hao Hu, Jun Yang, Chongjie Zhang, Qianchuan Zhao, Bin Liang, Qihan Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

Efficient Continuous Control with Double Actors and Regularized Critics.

Jiafei Lyu, Xiaoteng Ma, Jiangpeng Yan, Xiu Li

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Video Super-Resolution and Caching - An Edge-Assisted Adaptive Video Streaming Solution.

Aoyang Zhang, Qing Li, Ying Chen, Xiaoteng Ma, Longhao Zou, Yong Jiang, Zhimin Xu, Gabriel-Miro Muntean

IEEE Trans. Broadcast., 2021

Learning to Discover Task-Relevant Features for Interpretable Reinforcement Learning.

Qiyuan Zhang, Xiaoteng Ma, Yiqin Yang, Chenghao Li, Jun Yang, Yu Liu, Bin Liang

IEEE Robotics Autom. Lett., 2021

MGPSN: Motion-Guided Pseudo Siamese Network for Indoor Video Head Detection.

Kailai Sun, Xiaoteng Ma, Qianchuan Zhao, Peng Liu

CoRR, 2021

Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning.

Xiaoteng Ma, Yiqin Yang, Chenghao Li, Yiwen Lu, Qianchuan Zhao, Yang Jun

CoRR, 2021

Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning.

Yiqin Yang, Xiaoteng Ma, Chenghao Li, Zewu Zheng, Qiyuan Zhang, Gao Huang, Jun Yang, Qianchuan Zhao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Average-Reward Reinforcement Learning with Trust Region Methods.

Xiaoteng Ma, Xiaohang Tang, Li Xia, Jun Yang, Qianchuan Zhao

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning.

Xiaoteng Ma, Yiqin Yang, Chenghao Li, Yiwen Lu, Qianchuan Zhao, Jun Yang

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

2020

SOAC: The Soft Option Actor-Critic Architecture.

Chenghao Li, Xiaoteng Ma, Chongjie Zhang, Jun Yang, Li Xia, Qianchuan Zhao

CoRR, 2020

Wasserstein Distance guided Adversarial Imitation Learning with Reward Shape Exploration.

Ming Zhang, Yawei Wang, Xiaoteng Ma, Li Xia, Jun Yang, Zhiheng Li, Xiu Li

CoRR, 2020

Distributional Soft Actor Critic for Risk Sensitive Learning.

Xiaoteng Ma, Qiyuan Zhang, Li Xia, Zhengyuan Zhou, Jun Yang, Qianchuan Zhao

CoRR, 2020

Fairness Control of Traffic Light via Deep Reinforcement Learning.

Chenghao Li, Xiaoteng Ma, Li Xia, Qianchuan Zhao, Jun Yang

Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019

Steward: smart edge based joint QoE optimization for adaptive video streaming.

Xiaoteng Ma, Qing Li, Jimeng Chai, Xi Xiao, Shu-Tao Xia, Yong Jiang

Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2019

Bi-level Proximal Policy optimization for Stochastic Coordination of EV Charging Load with Uncertain Wind Power.

Teng Long, Xiaoteng Ma, Qing-Shan Jia

Proceedings of the 2019 IEEE Conference on Control Technology and Applications, 2019

2018

Attendance and Security System Based on Building Video Surveillance.

Kailai Sun, Qianchuan Zhao, Jianhong Zou, Xiaoteng Ma

Proceedings of the Advancements in Smart City and Intelligent Building, 2018