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shiyakun's Projects

rl_for_dynamic_scheduling icon rl_for_dynamic_scheduling

Implementation of the paper "A Reinforcement Learning Based Strategy for Dynamic Scheduling on Heterogeneous Platforms".

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

task-merging icon task-merging

The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing

tf2-rl icon tf2-rl

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

thatsjustthewazeitis icon thatsjustthewazeitis

The goal of our project is to create a concurrent network of cars driving on a map represented by a graph (vertices and edges). The vertices on the graph represent each intersection/decision the car has to make and each edge is given a weight that is constantly changing. The weight will be represented by a weight function that calculates the weig

uav_subband_allocation_dqn_tensorflow icon uav_subband_allocation_dqn_tensorflow

Allocation of the resource blocks to the ground user for distributed UAV based cellular system with only the transfer of reward values. Additional improvement over the other setup by the use of Deep Q Learning approach.

uavs icon uavs

Intelligent UAV path planning simulation system is a software with fine operation control, strong platform integration, omnidirectional model building and application automation. It takes the UAV war between A and B in Zone C as the background. The core function of the system is to plan the UAV route through the simulation platform and verify the o

vto icon vto

Task offloading in vehicular edge computing networks

xuexiqiangguo icon xuexiqiangguo

学习强国 积分 自动 阅读 答题 - 支持每日、每周、专项答题

yolov4-pytorch icon yolov4-pytorch

这是一个YoloV4-pytorch的源码,可以用于训练自己的模型。

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