YuhangSong
J.P. Morgan AI Research Fellow, Ph.D. from University of Oxford. My research is to decipher and extract the learning principles of biological neural systems.
University of OxfordOxford, UK
Pinned Repositories
Arena-Baselines
Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.
Arena-BuildingToolkit
Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.
Cool-Ubuntu-For-DL
Guidelines for setting up a deep learning server.
DEHRL
Diversity−Driven Extensible Hierarchical Reinforcement Learning. AAAI 2019.
DHP
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.
GTN
This repository provides code for all the results reported in the GTN paper.
Mega-Agent-2
Prospective-Configuration
This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropagation."
SGAN
Learning Approximate Stochastic Transition Models.
zil
Can the Brain Do Backpropagation? --- Exact Implementation of Backpropagation in Predictive Coding Networks
YuhangSong's Repositories
YuhangSong/aaai_2018_gtn
aaai gtn
YuhangSong/improved_wgan_training
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
YuhangSong/papers_about_relational_network
This repo offers some papers to read on RNs.
YuhangSong/simple_rl
A simple framework for experimenting with Reinforcement Learning in Python 2.7.
YuhangSong/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
YuhangSong/bayesian-belief-networks
Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.
YuhangSong/cuda
YuhangSong/dcc_2017_pqc
PQC paper accepted by DCC 2017.
YuhangSong/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
YuhangSong/flask-ask
Alexa Skills Kit for Python
YuhangSong/Flatabulous
This is a Flat theme for Ubuntu and other Gnome based Linux Systems.
YuhangSong/gmbrl
YuhangSong/go
YuhangSong/gtn_test
YuhangSong/mask_rcnn_pytorch
Mask RCNN in PyTorch
YuhangSong/openpose
OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library
YuhangSong/papers_about_gan
This repo offers some papers to read on GANs.
YuhangSong/pddl-lib
A PDDL library that parse PDDL files and provides a very simple interface to interact with domain-problems.
YuhangSong/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
YuhangSong/pytorch-generative-model-collections
Collection of generative models in Pytorch version.
YuhangSong/pytorch-value-iteration-networks
Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
YuhangSong/rddlsim
Automatically exported from code.google.com/p/rddlsim
YuhangSong/relational-networks
Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)
YuhangSong/ResNeXt-DenseNet
Pytorch Implementation for ResNet, Pre-Activation ResNet, ResNeXt and DenseNet
YuhangSong/ResNeXt.pytorch
Reproduces ResNet-V3 with pytorch
YuhangSong/shared_github
This repo teaches my group members about github!
YuhangSong/squirrel
YuhangSong/universe-starter-agent
A starter agent that can solve a number of universe environments.
YuhangSong/visdom
A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.
YuhangSong/visual-interaction-networks_tensorflow
Tensorflow Implementation of Visual Interaction Networks