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Deep Reinforcement Learning Amidst Lifelong Non-Stationarity
How can robots learn in changing, open-world environments? We introduce dynamic-parameter MDPs, to capture environments with persistent, unobserved ...
reinforcement-learning non-stationarity off-policy markov-decision-process
Model-based Reinforcement Learning: A Survey
A survey of the integration of both fields, better known as model-based reinforcement learning.
reinforcement-learning markov-decision-process model-based-reinforcement-learning survey
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