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03/07/2022
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets
We study a Markov matching market involving a planner and a set of strat...
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03/07/2022
Cascaded Gaps: Towards Gap-Dependent Regret for Risk-Sensitive Reinforcement Learning
In this paper, we study gap-dependent regret guarantees for risk-sensiti...
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06/10/2021
Convergence and Alignment of Gradient Descent with Random Back Propagation Weights
Stochastic gradient descent with backpropagation is the workhorse of art...
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06/19/2020
Meta Learning in the Continuous Time Limit
In this paper, we establish the ordinary differential equation (ODE) tha...
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12/22/2017