Model selection for offline reinforcement learning: Practical considerations for healthcare settings

S Tang, J Wiens - Machine Learning for Healthcare …, 2021 - proceedings.mlr.press
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …
被引用次数：76 相关文章

Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings

S Tang, J Wiens - arXiv preprint arXiv:2107.11003, 2021 - arxiv.org
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …

Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings

S Tang, J Wiens - Proceedings of machine learning …, 2021 - pubmed.ncbi.nlm.nih.gov
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …

Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings

S Tang, J Wiens - arXiv e-prints, 2021 - ui.adsabs.harvard.edu
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …
[PDF] researchgate.net

[PDF][PDF] Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings

S Tang, J Wiens - arXiv preprint arXiv:2107.11003, 2021 - researchgate.net
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …
[PDF] mlforhc.org

[PDF][PDF] Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings

S Tang, J Wiens - 2021 - mlforhc.org
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …
[HTML] nih.gov

[HTML][HTML] Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings

S Tang, J Wiens - Proceedings of machine learning research, 2021 - ncbi.nlm.nih.gov
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …

Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings.

S Tang, J Wiens - Proceedings of Machine Learning Research, 2021 - europepmc.org
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …
[PDF] mlforhc.org

[PDF][PDF] Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings

S Tang, J Wiens - 2021 - mlforhc.org
Reinforcement learning (RL) can be used to learn treatment policies and aid decision
making in healthcare. However, given the need for generalization over complex state/action …