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Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning

2020 · arXiv (Cornell University)

Model-based reinforcement learning (RL) enjoys several benefits, such as data-efficiency and planning, by learning a model of the environment's dynamics. However, learning a global model that can generalize across different dynamics is a challenging task. …