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11/22/2022
imitation: Clean Imitation Learning Implementations
imitation provides open-source implementations of imitation and reward l...
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10/13/2021
Detecting Modularity in Deep Neural Networks
A neural network is modular to the extent that parts of its computationa...
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06/18/2021
MADE: Exploration via Maximizing Deviation from Explored Regions
In online reinforcement learning (RL), efficient exploration remains par...
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06/24/2020
Quantifying Differences in Reward Functions
For many tasks, the reward function is too complex to be specified proce...
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06/06/2018
