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Oliver Schulte
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Publications
- 2023
- [c56]Xiangyu Sun, Oliver Schulte, Guiliang Liu, Pascal Poupart:
NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge. AISTATS 2023: 1942-1964 - 2022
- [c49]Yudong Luo, Guiliang Liu, Haonan Duan, Oliver Schulte, Pascal Poupart:
Distributional Reinforcement Learning with Monotonic Splines. ICLR 2022 - [c47]Guiliang Liu, Yudong Luo, Oliver Schulte, Pascal Poupart:
Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game. NeurIPS 2022 - 2021
- [c45]Guiliang Liu, Xiangyu Sun, Oliver Schulte, Pascal Poupart:
Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning. NeurIPS 2021: 19622-19636 - [i17]Xiangyu Sun, Guiliang Liu, Pascal Poupart, Oliver Schulte:
NTS-NOTEARS: Learning Nonparametric Temporal DAGs With Time-Series Data and Prior Knowledge. CoRR abs/2109.04286 (2021) - 2020
- [j18]Guiliang Liu, Yudong Luo
, Oliver Schulte, Tarak Kharrat:
Deep soccer analytics: learning an action-value function for evaluating soccer players. Data Min. Knowl. Discov. 34(5): 1531-1559 (2020) - [c40]Xiangyu Sun, Jack Davis, Oliver Schulte, Guiliang Liu:
Cracking the Black Box: Distilling Deep Sports Analytics. KDD 2020: 3154-3162 - [c39]Guiliang Liu, Oliver Schulte, Pascal Poupart, Mike Rudd, Mehrsan Javan:
Learning Agent Representations for Ice Hockey. NeurIPS 2020 - [i14]Xiangyu Sun, Jack Davis, Oliver Schulte, Guiliang Liu:
Cracking the Black Box: Distilling Deep Sports Analytics. CoRR abs/2006.04551 (2020) - 2018
- [c35]Guiliang Liu, Oliver Schulte:
Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation. IJCAI 2018: 3442-3448 - [c34]Guiliang Liu, Wang Zhu
Interpreting Deep Sports Analytics: Valuing Actions and Players in the NHL. MLSA@PKDD/ECML 2018: 69-81 - [c32]Guiliang Liu, Oliver Schulte, Wang Zhu, Qingcan Li:
Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees. ECML/PKDD (2) 2018: 414-429 - [i11]Guiliang Liu, Oliver Schulte:
Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation. CoRR abs/1805.11088 (2018) - [i8]Guiliang Liu, Oliver Schulte, Wang Zhu
Toward Interpretable Deep Reinforcement Learning with Linear Model U-Trees. CoRR abs/1807.05887 (2018)
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