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05/23/2023
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning
Auction-based recommender systems are prevalent in online advertising pl...
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07/21/2020
A Note on the Linear Convergence of Policy Gradient Methods
We revisit the finite time analysis of policy gradient methods in the si...
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06/05/2019
Global Optimality Guarantees For Policy Gradient Methods
Policy gradients methods are perhaps the most widely used class of reinf...
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06/06/2018