Zhuoran Li's repositories
Machine-Learning-Coursera
My self-learning of ML course on coursera, taught by Prof Andrew Ng
Deep-Learning-Coursera
My self-learning about Deep Learning on Coursera taught by Prof Andrew Ng
3244-2010-0023
An experiment of colorizing anime sketches using CycleGAN.
awesome-CARLA
👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla
awesome-rl
Reinforcement learning resources curated
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
Deep-Reinforcement-Learning-Algorithms
25 projects in the framework of Deep Reinforcement Learning algorithms: DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow
homework_fall2020
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)
intentionNet_zhuoran
My branch code of NUS Adacomp Intention Net for Autonomous Navigation Project
nushackers-site
NUS Hackers website
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
PythonRobotics
Python sample codes for robotics algorithms.
ReinforcemengLearningPractice
Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
Reinforcement-Learning-Self-Study
My self-learning codes about Reinforcement Learning : )
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
ROS-Robotics-Projects-SecondEdition
ROS Robotics Projects, published by Packt
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
zhuoranli23.github.io
Zhuoran Li Personal Website
alluxio
Alluxio, data orchestration for analytics and machine learning in the cloud
B1K_Tasks
BEHAVIOR-1K tasks for robot learning projects
determined
Determined: Deep Learning Training Platform
dvc_example
First example to start DVC learning.
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
minio
High Performance, Kubernetes Native Object Storage
OmniGibson
OmniGibson: a platform for accelerating Embodied AI research built upon NVIDIA's Omniverse engine