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/Arena-Baselines
Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.
YuhangSong/DHP
Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach. TPAMI 2018.
YuhangSong/Arena-BuildingToolkit
Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.
YuhangSong/Prospective-Configuration
This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropagation."
YuhangSong/DEHRL
Diversity−Driven Extensible Hierarchical Reinforcement Learning. AAAI 2019.
YuhangSong/Cool-Ubuntu-For-DL
Guidelines for setting up a deep learning server.
YuhangSong/Mega-Agent-2
YuhangSong/zil
Can the Brain Do Backpropagation? --- Exact Implementation of Backpropagation in Predictive Coding Networks
YuhangSong/academic-kickstart
YuhangSong/.tmux
🇫🇷 Oh my tmux! My self-contained, pretty & versatile tmux configuration made with ❤️
YuhangSong/alley
Baselines for MultiAgent Systems
YuhangSong/Anonymous-GitHub
YuhangSong/Arena-Benchmark
Arena: A General Evaluation Platform and Building Toolkit for Single/Multi-Agent Intelligence. AAAI 2020.
YuhangSong/curriculum-vitae
Curriculum Vitae: Yuhang Song
YuhangSong/homepage
YuhangSong/Intelligent-Systems-Lab
YuhangSong/iterm2-material-design
A theme / color scheme for iTerm2 based on Google's Material Design Color Palette
YuhangSong/lm-evaluation-harness
A framework for few-shot evaluation of autoregressive language models.
YuhangSong/MC-2
www.buaamc2.net
YuhangSong/minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
YuhangSong/ml-agents
Unity Machine Learning Agents Toolkit
YuhangSong/pytorch-a2c-ppo-acktr
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).
YuhangSong/RBP
Recurrent Back Propagation, Back Propagation Through Optimization, ICML 2018
YuhangSong/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
YuhangSong/scikit-multiflow
A machine learning package for streaming data in Python.
YuhangSong/shadowsocks-1
backup of https://github.com/shadowsocks/shadowsocks
YuhangSong/skywater-pdk-libs-sky130_fd_pr
Primitives for SKY130 provided by SkyWater.
YuhangSong/strong_dfc
Minimizing Control for Credit Assignment with Strong Feedback
YuhangSong/tutorials
A simple PyTorch tutorial for BNDU toolbox meeting.
YuhangSong/Voice_Converter_CycleGAN
Voice Converter Using CycleGAN and Non-Parallel Data