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10/07/2021
Understanding Domain Randomization for Sim-to-real Transfer
Reinforcement learning encounters many challenges when applied directly ...
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06/21/2019
Randomized Exploration in Generalized Linear Bandits
We study two randomized algorithms for generalized linear bandits, GLM-T...
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04/26/2019
Neural Logic Machines
We propose the Neural Logic Machine (NLM), a neural-symbolic architectur...
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11/07/2018
Policy Certificates: Towards Accountable Reinforcement Learning
The performance of a reinforcement learning algorithm can vary drastical...
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09/03/2016
