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Taiyi Wang
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Constrained mdps can be solved by early-termination with recurrent models
H Sun, Z Xu, Z Peng, M Fang, T Wang, B Dai, B Zhou
NeurIPS 2022 Foundation Models for Decision Making Workshop, 2022
17*2022
Supervised q-learning for continuous control
H Sun, Z Xu, T Wang, M Fang, B Zhou
Deep Reinforcement Learning Workshop NeurIPS 2022, 2022
17*2022
COAX: Correlation-Aware Indexing
A Hadian, B Ghaffari, T Wang, T Heinis
2023 IEEE 39th International Conference on Data Engineering Workshops (ICDEW …, 2023
10*2023
Toward Causal-Aware RL: State-Wise Action-Refined Temporal Difference
H Sun, T Wang
Deep Reinforcement Learning Workshop NeurIPS 2022, 2022, 2022
72022
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent
T Wang, Z Wu, J Liu, D Yuen, HAO Jianye, J Wang, K Shao
NeurIPS 2024 Workshop on Fine-Tuning in Modern Machine Learning: Principles …, 2024
22024
Learned graph rewriting with equality saturation: A new paradigm in relational query rewrite and beyond
GO Bărbulescu, T Wang, Z Singh, E Yoneki
arXiv preprint arXiv:2407.12794, 2024
12024
IA2: Leveraging Instance-Aware Index Advisor with Reinforcement Learning for Diverse Workloads
T Wang, E Yoneki
EuroSys, The 4th Workshop on Machine Learning and Systems (EuroMLSys), 2024
12024
Solving Maximal Stable Set Problem via Deep Reinforcement Learning
T Wang, J Shi
ICAART (2), 483-489, 2021
12021
Why do we need bilateral control?
T Wang, Y Fang, BKP Horn
2018 4th International Conference on Universal Village (UV), 1-6, 2018
12018
OCMDP: Observation-Constrained Markov Decision Process
T Wang, J Liu, B Lee, Z Wu, Y Wu
arXiv preprint arXiv:2411.07087, 2024
2024
HiBO: Hierarchical Bayesian Optimization via Adaptive Search Space Partitioning
W Li*, T Wang*, E Yoneki
arXiv preprint arXiv:2410.23148, 2024
2024
Enhancing Generalization through Task Vector Fusion in Deep Reinforcement Learning for Database Optimization
T Wang, E Yoneki
EuroSys, European Conference on Computer Systems, Poster, 2024
2024
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