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12/02/2022
Predict-and-Critic: Accelerated End-to-End Predictive Control for Cloud Computing through Reinforcement Learning
Cloud computing holds the promise of reduced costs through economies of ...
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11/24/2019
ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems
Reinforcement Learning (RL) has achieved state-of-the-art results in dom...
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04/11/2018
Achieving Fluency and Coherency in Task-oriented Dialog
We consider real world task-oriented dialog settings, where agents need ...
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11/29/2017
A Multi-Horizon Quantile Recurrent Forecaster
We propose a framework for general probabilistic multi-step time series ...
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02/08/2014