policy
offline-rl-icu-fluid-management
skkuhg · PyTorch
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Overview
Name
offline-rl-icu-fluid-management
Author
skkuhg
Framework
PyTorch
License
NOASSERTION
Skill type
other
Evidence level
untested
Task description
Offline Reinforcement Learning for ICU Fluid Management using d3rlpy - Train BC, CQL, and IQL policies for optimal fluid administration decisions based on patient vital signs and laboratory values
Spaces
Action space
other · 0-dim · 0Hz
Observation space
- type: other
Links
HuggingFace repo
null
Paper (arXiv)
null
Compatible robots
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Datasets that reference this policy
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