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Gail Markoff

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Preview of Instance-Based Generalization in Reinforcement Learning
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Instance-Based Generalization in Reinforcement Learning (2011.01089.pdf)

780 KBEN 21 pages
Agents trained via deep reinforcement learning (RL) fail to generalize to unseen environments despite sharing the same underlying dynamics as the training...
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