Flood Sung

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow

Playing Wechat Jump Game with End-to-End Convolutional Neural Networks

Recent Papers including Neural Symbolic Reasoning, Logical Reasoning, Visual Reasoning, planning and any other topics connecting deep learning and reasoning

A collection of LLM with RL papers

Lifelong/Continual Learning Paper List

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

Test Several Visual Object Tracking Algorithm including CMT,TLD,CT on iOS

advantage actor-critic reinforcement learning for openai gym cartpole

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Written in Swift Using latest Sprite kit a copy version of wechat game 微信打飞机!

Pytorch code for Arxiv Paper: Learning to learn: Meta-Critic Networks for Sample-Efficient Learning

Playing Wechat Jump Game with End-to-End Convolutional Neural Networks (Train code)

开源我自己 — A Claude Code skill trained on Flood Sung's entire Zhihu corpus (152 articles + 178 pins + 254 answers). Fork it to open-source yourself.

DDPG on OpenAI Gym Pendulum

Autonomous Quadrotor Simulation Research Platform based on ROS,Gazebo,Pixhawk,DRCsim..

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a collection of cookbooks to use ChatGPT for academic research.

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A OpenAI Gym Env for Flappy Bird

An attempt to reproduce the results of "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)

terrain-adaptive locomotion skills using deep reinforcement learning

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。

SpotMicro AI - How to build a self-learning Robot

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A list of papers and resources dedicated to deep reinforcement learning

Personal Website

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rllab is a framework for developing and evaluating reinforcement learning algorithms.

Natural Locomotion, Jumping and Recovery of Quadruped Robot A1 with AMP

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

A re-implementation of "Prototypical Networks for Few-shot Learning"

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

Demo for the paper titled "Learning to Compare: Relation Network for Few-Shot Learning"

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One Shot Learning using Memory-Augmented Neural Networks based on Neural Turing Machine architecture in Tensorflow

Implementation of Deep Deterministic Policy Gradients using TensorFlow, compatible with the OpenAI Gym

iPhone Control ev3 car by bluetooth

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Zero-Shot Learning part)

tensorflow implementation of 'YOLO : Real-Time Object Detection'

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

A curated list of awesome tools, IDE integrations, frameworks, and other resources for developers working with Anthropic's Claude Code.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

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Reinforcement learning with unsupervised auxiliary tasks

Collection of reinforcement learning algorithms

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PHYRE is a benchmark for physical reasoning.

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Isaac Gym Environments for Legged Robots

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Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

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A list of recent papers regarding deep reinforcement learning

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visual tracker benchmark results

Asynchronous Methods for Deep Reinforcement Learning

Scale adaptive mean-shift tracker

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Open Source iOS app 3D Protractor

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

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Implementation of Newest RNN and Seq2Seq Features

TensorFlow implementation of Deep Reinforcement Learning papers

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Turn your two-bit doodles into fine artworks with deep neural networks! An implementation of Semantic Style Transfer.

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Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.

Convolutional Neural Networks

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run tiny CNN on OSX

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A curated list of awesome things related to Anthropic Claude

A list of AI autonomous agents

A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic

An MCP-based chatbot | 一个基于MCP的聊天机器人

Playwright MCP server

Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)

Implementation of Using Fast Weights to Attend to the Recent Past

subpixel: A subpixel convnet for super resolution with Tensorflow

master:distral-gpu

C++ Implementation of KCF Tracker

The original code from the DeepMind article + my tweaks

Open Source iOS app

Neural Network Toolbox on TensorFlow

Open Source iOS app

Open Source iOS app

Robot simulation in Unreal

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Image super-resolution through deep learning

One-shot Learning with Memory-Augmented Neural Networks

A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

third person imitation learning shit post for replication

Tensorflow implementation of "The Predictron: End-To-End Learning and Planning"

Controlling EV3 Robot Arm by Hand Gesture using iPhone

comma.ai for the people to experiment with

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Implementation of TRPO and related algorithms

Neural style in TensorFlow! • http://www.anishathalye.com/2015/12/19/an-ai-that-can-mimic-any-artist/ • https://git.io/style

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

cnn network predict face landmarks (68 points) and head pose (3d pose, yaw,roll,pitch).

Semi-direct Visual Odometry

Deep Q Learning in Tensorflow for ATARI

contains submodules for ROS SITL, used to define relations between projects/versions

Guided Policy Search

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Theano-based implementation of Deep Q-learning

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MAVLink to ROS gateway with UDP proxy for Ground Control Station

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