Anish Mariathasan

anish mariathasan

engineering @ imperial

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Essays

Thoughts on AI, healthcare, and building things that matter.

January 18, 2026 • 12 min read

Conservative Q-Learning for Safe Sepsis Treatment

How offline reinforcement learning can save lives by learning safer treatment strategies without experimentation on patients.

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