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Diversity-Inducing Policy Gradient: Using Maximum Mean Discrepancy to Find a Set of Diverse Policies
Standard reinforcement learning methods aim to master one way of solving a task whereas there may exist multiple near-optimal policies.
Identifying Distinct, Effective Treatments for Acute Hypotension with SODA-RL: Safely Optimized Diverse Accurate Reinforcement Learning
Hypotension in critical care settings is a life-threatening emergency that must be recognized and treated early.
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