Kimin Lee

deep_Mahalanobis_detector. Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".

sunrise. SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

netrand. Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning / ICLR 2020

B_Pref. Jupyter Notebook

RoGNoisyLabel. Description Code for the paper "Robust Inference via Generative Classifiers for Handling Noisy Labels".

rad_procgen. RAD: Reinforcement Learning with Augmented Data (code for procgen experiments)

rad_openaigym. RAD: Reinforcement Learning with Augmented Data (code for state augmentation)

table. React Table

d4rl_get_trajectory. Jupyter Notebook

Rainbow. Rainbow: Combining Improvements in Deep Reinforcement Learning