Jaesik Yoon

adv_attack_capsnet. Tensorflow Implementation of Adversarial Attack to Capsule Networks

Interaction-networks_tensorflow. Tensorflow Implementation of Interaction Networks for Learning about Objects, Relations and Physics

dreamer-torch. Pytorch version of Dreamer, which follows the original TF v2 codes.

visual-interaction-networks_tensorflow. Tensorflow Implementation of Visual Interaction Networks

pathnet. Tensorflow Implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

SequentialData-GAN. Tensorflow Implementation of GAN modeling for sequential data

bmaml. This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.

programmable-agents_tensorflow. Tensorflow Implementation of Programmable Agents

a3c-distributed_tensorflow. Distributed Tensorflow Implementation of Asynchronous Methods for Deep Reinforcement Learning

bmaml_rl. This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.

V-MPO_torch. V-MPO torch version with DMLab30 and GTrXL

tree-structured-group-lasso. Python Implementation of Proximal Methods for Hierarchical Sparse Coding

OCRL. Object-Centric-Representation Library (OCRL): This repo is to explore OCR on various downstream tasks from supervised learning tasks to RL tasks.

Asynchronous-DDPG_distributed_tensorflow. Distributed Tensorflow Implementation of Asynchronous DDPG

nips17_adv_attack. Tensorflow Implementation of adversarial learning based adversarial example generator

ddocker. Python

svpg_tensorflow. Tensorflow Implementation of Stein Variational Policy Gradients

ASNP-RMR. This is an official Tensorflow implementation of the ASNP-RMR.

rl-starter-files. RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

torch-ac. Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

scalable_agent. A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

ddpg. Implementation of Deep Deterministic Policy Gradients using TensorFlow and OpenAI Gym

my_ubuntu_settings. Python

reinforcement-learning. Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

c-mctd-page. Compositional MCTD project page