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2020 – today
- 2024
[j4]Songtao Feng
, Ming Yin, Ruiquan Huang, Yu-Xiang Wang, Jing Yang, Yingbin Liang:
Toward General Function Approximation in Nonstationary Reinforcement Learning. IEEE J. Sel. Areas Inf. Theory 5: 190-206 (2024)- [c12]Songtao Feng, Ming Yin, Yu-Xiang Wang, Jing Yang, Yingbin Liang:
Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games. ICML 2024 - [c11]Songtao Feng, Ming Yin, Ruiquan Huang, Yu-Xiang Wang, Jing Yang, Yingbin Liang:
Towards General Function Approximation in Nonstationary Reinforcement Learning. ISIT 2024: 1-6 - [i12]Haque Ishfaq, Thanh Nguyen-Tang, Songtao Feng, Raman Arora, Mengdi Wang, Ming Yin, Doina Precup:
Offline Multitask Representation Learning for Reinforcement Learning. CoRR abs/2403.11574 (2024) - 2023
- [c10]Songtao Feng, Ming Yin, Ruiquan Huang, Yu-Xiang Wang, Jing Yang, Yingbin Liang:
Non-stationary Reinforcement Learning under General Function Approximation. ICML 2023: 9976-10007 - [i11]Songtao Feng, Ming Yin, Ruiquan Huang, Yu-Xiang Wang, Jing Yang, Yingbin Liang:
Non-stationary Reinforcement Learning under General Function Approximation. CoRR abs/2306.00861 (2023) - [i10]Songtao Feng, Ming Yin, Yu-Xiang Wang, Jing Yang, Yingbin Liang:
Model-Free Algorithm with Improved Sample Efficiency for Zero-Sum Markov Games. CoRR abs/2308.08858 (2023) - 2022
- [j3]Songtao Feng, Jing Yang:
Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels. IEEE Trans. Inf. Theory 68(8): 5185-5202 (2022) - [c9]Yuan Cheng, Songtao Feng, Jing Yang, Hong Zhang, Yingbin Liang:
Provable Benefit of Multitask Representation Learning in Reinforcement Learning. NeurIPS 2022 - [i9]Yuan Cheng, Songtao Feng, Jing Yang, Hong Zhang, Yingbin Liang:
Provable Benefit of Multitask Representation Learning in Reinforcement Learning. CoRR abs/2206.05900 (2022) - 2021
- [j2]Songtao Feng, Jing Yang:
Age of Information Minimization for an Energy Harvesting Source With Updating Erasures: Without and With Feedback. IEEE Trans. Commun. 69(8): 5091-5105 (2021) - [c8]Songtao Feng, Jing Yang:
Adaptive Surveillance Testing for Efficient Infection Rate Estimation. ISIT 2021: 884-889 - 2020
- [c7]Songtao Feng, Jing Yang:
Information Freshness for Timely Detection of Status Changes. CISS 2020: 1-6 - [c6]Songtao Feng, Jing Yang:
AoI Minimization in Broadcast Channels with Channel State Information. ISIT 2020: 1776-1781 - [i8]Songtao Feng, Jing Yang:
Information Freshness for Timely Detection of Status Changes. CoRR abs/2002.04648 (2020) - [i7]Songtao Feng, Jing Yang:
Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels. CoRR abs/2009.00171 (2020)
2010 – 2019
- 2019
- [j1]Boyu Wang, Songtao Feng, Jing Yang:
When to preempt? Age of information minimization under link capacity constraint. J. Commun. Networks 21(3): 220-232 (2019) - [c5]Songtao Feng, Jing Yang:
Adaptive Coding for Information Freshness in a Two-User Broadcast Erasure Channel. GLOBECOM 2019: 1-6 - [c4]Songtao Feng, Jing Yang:
Age-Optimal Transmission of Rateless Codes in an Erasure Channel. ICC 2019: 1-6 - [i6]Songtao Feng, Jing Yang:
Age-Optimal Transmission of Rateless Codes in an Erasure Channel. CoRR abs/1904.13048 (2019) - [i5]Songtao Feng, Jing Yang:
Adaptive Coding for Information Freshness in a Two-user Broadcast Erasure Channel. CoRR abs/1905.00521 (2019) - 2018
- [c3]Songtao Feng, Jing Yang:
Optimal status updating for an energy harvesting sensor with a noisy channel. INFOCOM Workshops 2018: 348-353 - [c2]Songtao Feng, Jing Yang:
Minimizing Age of Information for an Energy Harvesting Source with Updating Failures. ISIT 2018: 2431-2435 - [c1]Boyu Wang, Songtao Feng, Jing Yang:
To Skip or to Switch? Minimizing Age of Information Under Link Capacity Constraint. SPAWC 2018: 1-5 - [i4]Songtao Feng, Jing Yang:
Optimal Status Updating for an Energy Harvesting Sensor with a Noisy Channel. CoRR abs/1803.01462 (2018) - [i3]Boyu Wang, Songtao Feng, Jing Yang:
To Skip or to Switch? Minimizing Age of Information under Link Capacity Constraint. CoRR abs/1806.08698 (2018) - [i2]Songtao Feng, Jing Yang:
Age of Information Minimization for an Energy Harvesting Source with Updating Erasures: With and Without Feedback. CoRR abs/1808.05141 (2018) - [i1]Boyu Wang, Songtao Feng, Jing Yang:
When to Preempt? Age of Information Minimization under Link Capacity Constraint. CoRR abs/1812.05670 (2018)
Coauthor Index
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