Kim Heecheol

relational-networks. Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

soft-decision-tree. pytorch implementation of "Distilling a Neural Network Into a Soft Decision Tree"

pytorch-noreward-rl. pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction

pathnet-pytorch. PyTorch implementation of PathNet: Evolution Channels Gradient Descent in Super Neural Networks

acgan-pytorch. Pytorch implementation of Conditional Image Synthesis with Auxiliary Classifier GANs

forward-thinking-pytorch. Pytorch implementation of "Forward Thinking: Building and Training Neural Networks One Layer at a Time"

policy-gradient-importance-sampling. Policy gradient reinforcement learning algorithm with importance sampling

multi_task_fine_manipulation. Python

VIMABench. Official Task Suite Implementation of Paper "VIMA: General Robot Manipulation with Multimodal Prompts"

noreward-rl. [ICML 2017] Curiosity-driven Exploration for Deep Reinforcement Learning by Self-supervised Prediction