Search Results for author: Kathryn Kasmarik

Found 2 papers, 1 papers with code

A Robust Policy Bootstrapping Algorithm for Multi-objective Reinforcement Learning in Non-stationary Environments

no code implementations18 Aug 2023 Sherif Abdelfattah, Kathryn Kasmarik, Jiankun Hu

We propose a novel multi-objective reinforcement learning algorithm that can robustly evolve a convex coverage set of policies in an online manner in non-stationary environments.

Decision Making Multi-Objective Reinforcement Learning +1

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