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yangskywalker's Projects

amp_for_hardware icon amp_for_hardware

Code for "Adversarial Motion Priors Make Good Substitutes for Complex Reward Functions"

b2dmvda icon b2dmvda

MatLab code for Bilateral Two-dimensional Multi-view Discriminant Analysis

papers-of-offline-rl icon papers-of-offline-rl

Related papers for offline reforcement learning (we mainly focus on representation and sequence modeling and conventional offline RL)

pytorch-vae icon pytorch-vae

A Variational Autoencoder (VAE) implemented in PyTorch

reinforcement_learning_tutorial_with_demo icon reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

staae icon staae

Spatiotemporal Attention Autoencoder (STAAE)

tl1pca icon tl1pca

Tℓ1-norm-based principal component analysis for robust feature extraction

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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