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Wood's Projects

actionroguelike icon actionroguelike

Third-person Action Roguelike made in Unreal Engine C++ (for Stanford CS193U 2020)

autoencoder-based-communication-system icon autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

awesome_opensetrecognition_list icon awesome_opensetrecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

cusignal icon cusignal

cuSignal - RAPIDS Signal Processing Library

douzero icon douzero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

dqn_flappybird icon dqn_flappybird

We used Deep Q Network algorithm the buit the gaming bot for Flappy Bird.

from-keras-to-c icon from-keras-to-c

A practical example of Tensorflow C API based deployment starting from a model trained with Tensorflow + Keras

gnuradio icon gnuradio

GNU Radio – the Free and Open Software Radio Ecosystem

gr-cuda icon gr-cuda

Tutorial for creating new OOT modules for GNU Radio that leverage pyCUDA.

gym-pybullet-drones icon gym-pybullet-drones

PyBullet Gym environments for single and multi-agent reinforcement learning of quadcopter control

hypatia icon hypatia

Low earth orbit (LEO) satellite network simulation framework.

liquid-dsp icon liquid-dsp

digital signal processing library for software-defined radios

madrl icon madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

marlspectrumsharingv2x icon marlspectrumsharingv2x

Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications

mmtracking icon mmtracking

OpenMMLab Video Perception Toolbox. It supports Single Object Tracking (SOT), Multiple Object Tracking (MOT), Video Object Detection (VID) with a unified framework.

ns3-gym icon ns3-gym

ns3-gym - The Playground for Reinforcement Learning in Networking Research

on-policy icon on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

piccolo icon piccolo

Piccolo (formerly Pilot) – mini game engine for games104

pseudolabeling icon pseudolabeling

Official implementation of "Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"

pymarl icon pymarl

Python Multi-Agent Reinforcement Learning framework

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