Angie-Lab-JHU

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1. density_softmax density_softmax Public

   Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts (ICML 2024).

   Python 8

2. density_regression density_regression Public

   Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts (AISTATS 2024).

   Jupyter Notebook 3

3. neuralVarLinUCB neuralVarLinUCB Public

   Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits.

   Python 2

4. Distributionally-Robust-Policy-Gradient-for-Offline-Contextual-Bandits Distributionally-Robust-Policy-Gradient-for-Offline-Contextual-Bandits Public

   Forked from guoyihonggyh/Distributionally-Robust-Policy-Gradient-for-Offline-Contextual-Bandits

   Python

5. Off-Dynamics-Reinforcement-Learning-via-Domain-Adaptation-and-Reward-Augmented-Imitation Off-Dynamics-Reinforcement-Learning-via-Domain-Adaptation-and-Reward-Augmented-Imitation Public

   Forked from guoyihonggyh/Off-Dynamics-Reinforcement-Learning-via-Domain-Adaptation-and-Reward-Augmented-Imitation

   Python

6. density-Qlearning-UCB density-Qlearning-UCB Public

   Q-Learning with Shift-Aware Upper Confidence Bound in Non-Stationary Reinforcement Learning (AISTATS 2026)