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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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08/20/2022
Calculus on MDPs: Potential Shaping as a Gradient
In reinforcement learning, different reward functions can be equivalent ...
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03/25/2022
Preprocessing Reward Functions for Interpretability
In many real-world applications, the reward function is too complex to b...
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10/05/2021
Extensions of Karger's Algorithm: Why They Fail in Theory and How They Are Useful in Practice
The minimum graph cut and minimum s-t-cut problems are important primiti...
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06/18/2021