Samuel Neumann

According to our database, Samuel Neumann authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Cross-environment Hyperparameter Setting Benchmark for Reinforcement Learning.

Andrew Patterson, Samuel Neumann, Raksha Kumaraswamy, Martha White, Adam White

CoRR, 2024

Cross-environment Hyperparameter Tuning for Reinforcement Learning.

Andrew Patterson, Samuel Neumann, Raksha Kumaraswamy, Martha White, Adam White

RLJ, 2024

The Cliff of Overcommitment with Policy Gradient Step Sizes.

Scott M. Jordan, Samuel Neumann, James E. Kostas, Adam White, Philip S. Thomas

RLJ, 2024

2023

Empirical Design in Reinforcement Learning.

Andrew Patterson, Samuel Neumann, Martha White, Adam White

CoRR, 2023

Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement.

Samuel Neumann, Sungsu Lim, Ajin George Joseph, Yangchen Pan, Adam White, Martha White

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Hippocampus Segmentation On High Resolution Diffusion MRI.

Cory Efird, Samuel Neumann, Kevin G. Solar, Christian Beaulieu, Dana Cobzas

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021