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05/01/2022
Processing Network Controls via Deep Reinforcement Learning
Novel advanced policy gradient (APG) algorithms, such as proximal policy...
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07/16/2021
Refined Policy Improvement Bounds for MDPs
The policy improvement bound on the difference of the discounted returns...
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09/27/2020
Scalable Deep Reinforcement Learning for Ride-Hailing
Ride-hailing services, such as Didi Chuxing, Lyft, and Uber, arrange tho...
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07/31/2020