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  1. GapExploration GapExploration Public

    [AISTATS 2022] Gap-Dependent Unsupervised Exploration for Reinforcement Learning

    Python

  2. MORL MORL Public

    [NeurIPS 2021] Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning

    Python 2

  3. IterAvg IterAvg Public

    [ICML 2020] Obtaining Adjustable Regularization for Free via Iterate Averaging

    Python 3 1

  4. MultiNoise MultiNoise Public

    [ICML 2020] On the Noisy Gradient Descent that Generalizes as SGD

    Python 4 2

  5. SGDNoise SGDNoise Public

    [ICML 2019] The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects

    Python 13 1

  6. TNAR TNAR Public

    [CVPR 2019] Tangent-Normal Adversarial Regularization for Semi-supervised Learning

    Python 7