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Zhiyu An
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2020 – today
- 2024
- [j1]Hanqing Zhao
, Zhiyu An, Tianqi Chang
A Novel 2-D Inversion Method for Low-Field NMR Working on Fluid Typing. IEEE Trans. Geosci. Remote. Sens. 62: 1-10 (2024) - [c5]Zhiyu An, Xianzhong Ding, Wan Du:
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. DAC 2024: 86:1-86:6 - [c4]Zhiyu An, Xianzhong Ding, Wan Du:
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. Tiny Papers @ ICLR 2024 - [c3]Yuning Chen
MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge. KDD 2024: 4862-4872 - [i5]Zhiyu An, Xianzhong Ding, Wan Du:
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. CoRR abs/2402.13419 (2024) - [i4]Zhiyu An, Xianzhong Ding, Wan Du:
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. CoRR abs/2403.00172 (2024) - [i3]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 abs/2407.01005 (2024) - [i2]Xianzhong Ding, Zhiyu An, Arya Rathee, Wan Du:
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. CoRR abs/2407.12195 (2024) - [i1]Zhiyu An, Xianzhong Ding, Yen-Chun Fu, Cheng-Chung Chu, Yan Li, Wan Du:
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base. CoRR abs/2408.00798 (2024) - 2023
- [c2]Zhiyu An
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. BuildSys@SenSys 2023: 149-158 - [c1]Zhiyu An
Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning. SenSys 2023: 538-539
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