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Neural-Progressive Hedging: Enforcing Constraints in Reinforcement Learning with Stochastic Programming



Supriyo Ghosh , Laura Wynter , Shiau Hong Lim , Duc Thien Nguyen


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Order Constraints in Optimal Transport



Fabian Lim , Laura Wynter , Shiau Hong Lim

* Preprint. 8 pages of main + 2 pages references, and 10 pages supplementary 

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Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning



Desmond Cai , Shiau Hong Lim , Laura Wynter


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Fed+: A Family of Fusion Algorithms for Federated Learning



Pengqian Yu , Laura Wynter , Shiau Hong Lim


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Variational Bayesian Inference for Crowdsourcing Predictions



Desmond Cai , Duc Thien Nguyen , Shiau Hong Lim , Laura Wynter

* 7 pages 

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A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control



Supriyo Ghosh , Sean Laguna , Shiau Hong Lim , Laura Wynter , Hasan Poonawala


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Noisy Search with Comparative Feedback



Shiau Hong Lim , Peter Auer


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