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Truly Deterministic Policy Optimization



Ehsan Saleh , Saba Ghaffari , Timothy Bretl , Matthew West


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Learning Interface Conditions in Domain Decomposition Solvers



Ali Taghibakhshi , Nicolas Nytko , Tareq Zaman , Scott MacLachlan , Luke Olson , Matthew West


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Efficient Partial Credit Grading of Proof Blocks Problems



Seth Poulsen , Shubhang Kulkarni , Geoffrey Herman , Matthew West


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Optimization-Based Algebraic Multigrid Coarsening Using Reinforcement Learning



Ali Taghibakhshi , Scott MacLachlan , Luke Olson , Matthew West


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Local Navigation and Docking of an Autonomous Robot Mower using Reinforcement Learning and Computer Vision



Ali Taghibakhshi , Nathan Ogden , Matthew West


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Unsupervised Regionalization of Particle-resolved Aerosol Mixing State Indices on the Global Scale



Zhonghua Zheng , Joseph Ching , Jeffrey H. Curtis , Yu Yao , Peng Xu , Matthew West , Nicole Riemer

* AI for Earth Sciences Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020) 

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Statistically Model Checking PCTL Specifications on Markov Decision Processes via Reinforcement Learning



Yu Wang , Nima Roohi , Matthew West , Mahesh Viswanathan , Geir E. Dullerud


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A tree-based radial basis function method for noisy parallel surrogate optimization



Chenchao Shou , Matthew West


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