Yash Chandak

y[lastname]@cs.umass.edu


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(Site last updated: Dec, 2020)
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Towards Safe Policy Improvement for Non-Stationary MDPs

24 Dec 2020 • blog
How can we ensure in a non-stationary MDP that proposed policy updates provide improvement over an existing policy, with high-confidence? More …

Optimizing for the Future in Non-Stationary MDPs

23 Dec 2020 • blog
How do we create model-free algorithms that can search for a good policy in a non-stationary MDP? More …