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Samuel Neumann

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2020 – today

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2024
[c4]
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  - conf/rlc/JordanNK0T24
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Scott M. Jordan, Samuel Neumann, James E. Kostas, Adam White, Philip S. Thomas:
The Cliff of Overcommitment with Policy Gradient Step Sizes. RLC 2024: 864-883
[c3]
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  - conf/rlc/PattersonNKW024
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Andrew Patterson, Samuel Neumann, Raksha Kumaraswamy, Martha White, Adam White:
Cross-environment Hyperparameter Tuning for Reinforcement Learning. RLC 2024: 2298-2319
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  - journals/corr/abs-2407-18840
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Andrew Patterson, Samuel Neumann, Raksha Kumaraswamy, Martha White, Adam White:
The Cross-environment Hyperparameter Setting Benchmark for Reinforcement Learning. CoRR abs/2407.18840 (2024)
2023
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  - conf/iclr/NeumannLJP0W23
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Samuel Neumann, Sungsu Lim, Ajin George Joseph, Yangchen Pan, Adam White, Martha White:
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement. ICLR 2023
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  - journals/corr/abs-2304-01315
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Andrew Patterson, Samuel Neumann, Martha White, Adam White:
Empirical Design in Reinforcement Learning. CoRR abs/2304.01315 (2023)
2021
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  - conf/isbi/EfirdNSBC21
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Cory Efird, Samuel Neumann, Kevin G. Solar, Christian Beaulieu, Dana Cobzas:
Hippocampus Segmentation On High Resolution Diffusion MRI. ISBI 2021: 1369-1372

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