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HoTaek Joo's Projects

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

cql icon cql

Conservative Q Learning on top of SAC

egpo icon egpo

Official implementation of CoRL 2021 paper "Safe Driving via Expert Guided Policy Optimization".

idm-vton icon idm-vton

IDM-VTON : Improving Diffusion Models for Authentic Virtual Try-on in the Wild

marionette icon marionette

Code for MarioNette: Self-Supervised Sprite Learning, in NeurIPS 2021

metadrive icon metadrive

MetaDrive: Composing Diverse Scenarios for Generalizable Reinforcement Learning

min-decision-transformer icon min-decision-transformer

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-rl icon pytorch-rl

DQN, Reinforce, A2C (Reference: https://github.com/pytorch)

space icon space

Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"

svea-vit icon svea-vit

Code for the paper "Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation"

text-generation-webui icon text-generation-webui

A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.

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