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Optimal Dose Escalation Using Deep Reinforcement Learning2 years ago
RLescalation | Overview | Installation | Example | Learn a dose escalation rule | How to use the escalation rule | How to evaluate the escalation rule | Tips | Custom scenarios for reinforcement learning | What to do if the learning is unstable | How to use Escalation Rule Class | Save the escalation rule | Inputs of learn_escalation_rule function | Obtain returns during reinforcement learning | Resume learning | Use checkpoint
Optimal Adaptive Allocation Using Deep Reinforcement Learning2 years ago
RLoptimal | Overview | Installation | Example | Build dose-response models for MCPMod | Learn an allocation rule | How to use the allocation rule | Simulation-based adjustment of the significance level | How to evaluate the allocation rule | Tips | Dose-response models for reinforcement learning | Binary outcome | How to use Allocation Rule Class | Save the allocation rule | Inputs of learn_allocation_rule function | Obtain returns during reinforcement learning | Resume learning | Use checkpoint