Zhiyu An

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 9

Top Topics

Gaussian Process

Reinforcement Learning

Decentralized Decision Making

Top Venues

BuildSys@SenSys

Publications

Zhiyu An, Xianzhong Ding, Wan Du
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. Tiny Papers @ ICLR (2024)
Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled Bali, Wan Du
MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge. CoRR (2024)
Hanqing Zhao, Zhiyu An, Tianqi Chang, Yujing Yang, Tingting Lin
A Novel 2-D Inversion Method for Low-Field NMR Working on Fluid Typing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhiyu An, Xianzhong Ding, Wan Du
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. CoRR (2024)
Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled M. Bali, Wan Du
MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge. KDD (2024)
Xianzhong Ding, Zhiyu An, Arya Rathee, Wan Du
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. CoRR (2024)
Zhiyu An, Xianzhong Ding, Wan Du
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. CoRR (2024)
Zhiyu An, Xianzhong Ding, Arya Rathee, Wan Du
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. BuildSys@SenSys (2023)
Zhiyu An, Xianzhong Ding, Wan Du
Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning. SenSys (2023)