Honglong Tian's Projects
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)
The Official Code for Offline Model-based Adaptable Policy Learning
2020/2021 HKUST CSE FYP Masked Facial Recognition, developer: Sam Yuen, Alex Xie, Tony Cheng
An extremely simple converter from LaTeX or Markdown to Notion that resolves issues with mathematical formulas.
Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"
Library for Model Based RL
Python port of B. Kelly's LINMIX_ERR IDL package
Machine Learning Practical Course Code Repository
Code for MOPO: Model-based Offline Policy Optimization
Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
Course project for https://deeppavlov.ai/rl_course_2020
Original source code for "The Impact of Negative Sampling on Contrastive Structured World Models. O Biza, E van der Pol, T Kipf. ICML'21 SSL workshop."
DAGs with NO TEARS: Continuous Optimization for Structure Learning
Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
Policy gradient aware model loss.
专业课
Tensors and Dynamic neural networks in Python with strong GPU acceleration
A deep reinforcement learning algorithms repo in pytorch
PyTorch implementation of soft actor critic
PyTorch implementation of Soft Actor-Critic (SAC)
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
关于强化学习的理论推导
Collection of reinforcement learning algorithms
Soft Actor-Critic