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roderickli's Projects

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, Ape-X DQN, DDPG, TD3, SAC)

drl-sfcp icon drl-sfcp

PyTorch implementation of DRL-SFCP algorithm.

droo icon droo

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

embedding icon embedding

A python package for solving the dependent function embedding problems.

eua-dataset icon eua-dataset

Edge server, user dataset for Edge Computing research

fail-improved-whale-optimization-algorithm icon fail-improved-whale-optimization-algorithm

Ling, Y., Zhou, Y., & Luo, Q. (2017). Lévy Flight Trajectory-Based Whale Optimization Algorithm for Global Optimization. IEEE Access, 5, 6168–6186. doi:10.1109/access.2017.2695498

ifogsim icon ifogsim

The iFogSim Toolkit for Modeling and Simulation of Resource Management Techniques in Internet of Things, Edge and Fog Computing Environments

interview icon interview

Java 面经手册,全书共计 5 章 29 节,417页11.5万字,耗时 4 个月完成。涵盖数据结构、算法逻辑、并发编程、JVM以及简历和互联网大厂面试等内容。

leetcode icon leetcode

😏 LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer(第 2 版)》、《程序员面试金典(第 6 版)》题解

leetcodeanimation icon leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.(用动画的形式呈现解LeetCode题目的思路)

lydroo icon lydroo

Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

mecoptimaloffloading icon mecoptimaloffloading

Optimization of Offloading Scheme Algorithm for Large Number of Tasks in Mobile-Edge Computing

moddpg icon moddpg

This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.

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