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liluoniuniu's Projects

ddlo icon ddlo

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

decima-sim icon decima-sim

Learning Scheduling Algorithms for Data Processing Clusters

droo icon droo

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

eua-dataset icon eua-dataset

Edge server, user dataset for Edge Computing research

maac icon maac

Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

maddpg-mpe icon maddpg-mpe

Transplant a implementation of MADDPG to the environment provided by openAI (multiagent-particle-envs).

marlspectrumsharingv2x icon marlspectrumsharingv2x

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

mec_drl icon mec_drl

Deep reinforcement learning for mobile edge computing

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

pytorch-a2c-ppo-acktr-gail icon pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-maddpg icon pytorch-maddpg

A pytorch implementation of MADDPG (multi-agent deep deterministic policy gradient)

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