Flood Sung

Deep-Learning-Papers-Reading-Roadmap. Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

Meta-Learning-Papers. Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

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

DRL-FlappyBird. Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

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

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

LLM-with-RL-papers. A collection of LLM with RL papers

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

Lifelong-Learning-Paper-List. Lifelong/Continual Learning Paper List

DQN-Atari-Tensorflow. Simplest Version of playing Atari with Deep Q Learning in Tensorflow

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

a2c_cartpole_pytorch. advantage actor-critic reinforcement learning for openai gym cartpole

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

meta-critic-networks. Pytorch code for Arxiv Paper: Learning to learn: Meta-Critic Networks for Sample-Efficient Learning

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

DDPG-tensorflow. DDPG on OpenAI Gym Pendulum

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

PhysicsFieldsWorld. Swift

researchGPT. a collection of cookbooks to use ChatGPT for academic research.

awesome-deep-learning-papers.

iOS_WiFi_EV3_Library. Objective-C

Gym-Flappy-Bird. A OpenAI Gym Env for Flappy Bird

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

DeepTerrainRL. terrain-adaptive locomotion skills using deep reinforcement learning

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

raisimGym. Python

SpotMicroAI. SpotMicro AI - How to build a self-learning Robot

DQN-tensorflow. Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

songrotek.github.io. Personal Website

deep-reinforcement-learning-papers-1. A list of papers and resources dedicated to deep reinforcement learning

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

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

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

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

ddpg-1. Implementation of Deep Deterministic Policy Gradients using TensorFlow, compatible with the OpenAI Gym

EV3Car. iPhone Control ev3 car by bluetooth

mario-ai. Lua

prototypical-network-pytorch. A re-implementation of "Prototypical Networks for Few-shot Learning"

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

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

floodsung.

csb-4ge1e3. HTML

nextjs-blog-theme. JavaScript

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

raisimOgre. C++

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

async_deep_reinforce. Asynchronous Methods for Deep Reinforcement Learning

Blog. CSS

benchmark_results. visual tracker benchmark results

TimeChamber. Python

3D-Protractor. Open Source iOS app 3D Protractor

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

deep-reinforcement-learning-papers. A list of recent papers regarding deep reinforcement learning