Flood Sung
@floodsungUserFocus on AGI, Deep Reinforcement Learning, Meta Learning, Robot Learning, Physics-based Animation
On the leaderboard
| Rank | Repository | Stars |
|---|---|---|
| 611 | floodsung/Deep-Learning-Papers-Reading-Roadmap | 39,476 |
Top repositories by stars
- floodsung/Deep-Learning-Papers-Reading-Roadmap(on leaderboard)
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Python39,469 - floodsung/Meta-Learning-Papers
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
2,657 - floodsung/LearningToCompare_FSL
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)
Python1,074 - floodsung/DRL-FlappyBird
Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)
Python585 - floodsung/DDPG
Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow
Python574 - floodsung/Deep-Reasoning-Papers
Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning
315 - floodsung/LLM-with-RL-papers
A collection of LLM with RL papers
278 - floodsung/wechat_jump_end_to_end
Playing Wechat Jump Game with End-to-End Convolutional Neural Networks
Python180 - floodsung/DQN-Atari-Tensorflow
Simplest Version of playing Atari with Deep Q Learning in Tensorflow
Python158 - floodsung/Lifelong-Learning-Paper-List
Lifelong/Continual Learning Paper List
156 - floodsung/Tracking-on-iOS
Test Several Visual Object Tracking Algorithm including CMT,TLD,CT on iOS
C++72 - floodsung/a2c_cartpole_pytorch
advantage actor-critic reinforcement learning for openai gym cartpole
Python65 - floodsung/PlaneWar
Written in Swift Using latest Sprite kit a copy version of wechat game 微信打飞机!
Swift63 - floodsung/meta-critic-networks
Pytorch code for Arxiv Paper: Learning to learn: Meta-Critic Networks for Sample-Efficient Learning
Python57 - floodsung/wechat_jump_end_to_end_train
Playing Wechat Jump Game with End-to-End Convolutional Neural Networks (Train code)
Python44 - floodsung/DDPG-tensorflow
DDPG on OpenAI Gym Pendulum
Python17 - floodsung/CLDrone
Autonomous Quadrotor Simulation Research Platform based on ROS,Gazebo,Pixhawk,DRCsim..
C++15 - Swift14
- floodsung/researchGPT
a collection of cookbooks to use ChatGPT for academic research.
Python11 - Objective-C8
- floodsung/Gym-Flappy-Bird
A OpenAI Gym Env for Flappy Bird
Python7 - floodsung/async-rl
An attempt to reproduce the results of "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)
Python5 - floodsung/DeepTerrainRL
terrain-adaptive locomotion skills using deep reinforcement learning
C++5 - Python3
- floodsung/SpotMicroAI
SpotMicro AI - How to build a self-learning Robot
Jupyter Notebook3 - floodsung/songrotek.github.io
Personal Website
HTML3 - floodsung/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Jupyter Notebook3 - floodsung/DQN-tensorflow
Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
Python3 - floodsung/rllab
rllab is a framework for developing and evaluating reinforcement learning algorithms.
Python3 - floodsung/deep-reinforcement-learning-papers-1
A list of papers and resources dedicated to deep reinforcement learning
3 - floodsung/wenyan-mcp
文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。
JavaScript2 - floodsung/CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
Python2 - floodsung/prototypical-network-pytorch
A re-implementation of "Prototypical Networks for Few-shot Learning"
Python2 - floodsung/LearningToCompare_ZSL
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)
Python2 - floodsung/Learning_to_Compare
Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"
Jupyter Notebook2 - floodsung/NTM-One-Shot-TF
One Shot Learning using Memory-Augmented Neural Networks based on Neural Turing Machine architecture in Tensorflow
Python2 - floodsung/ddpg-1
Implementation of Deep Deterministic Policy Gradients using TensorFlow, compatible with the OpenAI Gym
Jupyter Notebook2 - floodsung/async-rl-1
Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
Python2 - floodsung/YOLO_tensorflow
tensorflow implementation of 'YOLO : Real-Time Object Detection'
Python2 - floodsung/EV3Car
iPhone Control ev3 car by bluetooth
Objective-C2 - floodsung/MetalHead
Natural Locomotion, Jumping and Recovery of Quadruped Robot A1 with AMP
Python1 - JavaScript1
- HTML1
- floodsung/language-planner
Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
Jupyter Notebook1 - Python1
- floodsung/legged_gym
Isaac Gym Environments for Legged Robots
Python1 - Python1
- floodsung/phyre
PHYRE is a benchmark for physical reasoning.
Python1 - floodsung/rlkit
Collection of reinforcement learning algorithms
Python1 - Objective-C1
- floodsung/3D-Protractor
Open Source iOS app 3D Protractor
Objective-C1 - floodsung/GA3C
Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.
Python1 - floodsung/unreal
Reinforcement learning with unsupervised auxiliary tasks
Python1 - floodsung/ROLO
ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking
Python1 - floodsung/benchmark_results
visual tracker benchmark results
1 - floodsung/tensorflow_with_latest_papers
Implementation of Newest RNN and Seq2Seq Features
Python1 - floodsung/deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
Python1 - floodsung/async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
Python1 - CSS1
- floodsung/neural-doodle
Turn your two-bit doodles into fine artworks with deep neural networks! An implementation of Semantic Style Transfer.
Python1 - floodsung/asms
Scale adaptive mean-shift tracker
C++1 - floodsung/darknet
Convolutional Neural Networks
C1 - JavaScript1
- floodsung/deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
1 - Objective-C1
- floodsung/tinyCNNOSX
run tiny CNN on OSX
C++1 - floodsung/stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
MATLAB1 - Objective-C1
- Objective-C1
- floodsung/xiaozhi-esp32
An MCP-based chatbot | 一个基于MCP的聊天机器人
C++0 - floodsung/playwright-mcp
Playwright MCP server
TypeScript0 - floodsung/URoboSim
Robot simulation in Unreal
C++0 - floodsung/distral_rainbow
master:distral-gpu
Python0 - floodsung/SuperRace
Open Source iOS app
Swift0 - floodsung/Smash-Bugs
Open Source iOS app
Objective-C0 - floodsung/Protractor
Open Source iOS app
Objective-C0 - floodsung/DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
MATLAB0 - floodsung/pixel-recursive-super-resolution
Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)
Python0 - floodsung/srez
Image super-resolution through deep learning
Python0 - floodsung/subpixel
subpixel: A subpixel convnet for super resolution with Tensorflow
Jupyter Notebook0 - floodsung/ntm-one-shot
One-shot Learning with Memory-Augmented Neural Networks
Python0 - floodsung/DNC-tensorflow
A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)
Jupyter Notebook0 - floodsung/third_person_im
third person imitation learning shit post for replication
Python0 - floodsung/predictron
Tensorflow implementation of "The Predictron: End-To-End Learning and Planning"
Python0 - floodsung/fast-weights
Implementation of Using Fast Weights to Attend to the Recent Past
Python0 - floodsung/Hand-Gesture-Control-EV3-vis-iPhone
Controlling EV3 Robot Arm by Hand Gesture using iPhone
HTML0 - floodsung/px4ros
contains submodules for ROS SITL, used to define relations between projects/versions
0 - floodsung/tensorpack
Neural Network Toolbox on TensorFlow
Python0 - floodsung/research
comma.ai for the people to experiment with
Python0 - floodsung/KCFcpp
C++ Implementation of KCF Tracker
C++0 - Python0
- floodsung/modular_rl
Implementation of TRPO and related algorithms
Python0