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06/22/2021
On Constrained Optimization in Differentiable Neural Architecture Search
Differentiable Architecture Search (DARTS) is a recently proposed neural...
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01/15/2020
Lipschitz Lifelong Reinforcement Learning
We consider the problem of knowledge transfer when an agent is facing a ...
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04/22/2019
Non-Stationary Markov Decision Processes a Worst-Case Approach using Model-Based Reinforcement Learning
This work tackles the problem of robust zero-shot planning in non-statio...
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05/03/2018