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06/15/2023
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization
We develop a re-weighted gradient descent technique for boosting the per...
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06/07/2022
Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation
Experience replay methods, which are an essential part of reinforcement ...
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01/27/2022
Rethinking Learning Dynamics in RL using Adversarial Networks
We present a learning mechanism for reinforcement learning of closely re...
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01/27/2022