Browsing by Subject "Model-based RL"
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Minimum delay adaptation in non stationary reinforcement learning via online high confidence change point detection
(2020) [Work completion of graduation]Non-stationary environments are challenging for reinforcement learning algorithms. If the state transition and/or reward functions change based on latent factors, the agent is effectively tasked with optimizing a behavior ...