RL-Set-Valued-Policy
RL-Set-Valued-Policy copied to clipboard
MLD3
[ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/2007.12678, https://icml.cc/virtual/2020/poster/5797
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
Source code submission for ICML 2020
Notes
- The implementation of the main algorithms can be found under
synthetic/lib - Run notebooks in
syntheticto recreate all synthetic experiments (Figures 1-5) - Follow instructions in
mimic-sepsisto recreate the real data experiment (Figure 6-7)
MLD3