yqlu1015 / MARL-Based-CachingView external linksLinks
Code for IEEE GLOBECOM 2023 paper "Caching for Edge Inference at Scale: A Mean Field Multi-Agent Reinforcement Learning Approach".
☆13May 13, 2024Updated last year
Alternatives and similar repositories for MARL-Based-Caching
Users that are interested in MARL-Based-Caching are comparing it to the libraries listed below
Sorting:
- Code for the content caching algorithm in edge caching.☆22Sep 24, 2024Updated last year
- Code associated with our paper "Estimating Risk and Uncertainty in Reinforcement Learning"☆11Oct 3, 2023Updated 2 years ago
- ☆11Oct 19, 2020Updated 5 years ago
- Source Code for paper "Joint Computing, Pushing and Caching Optimization for Mobile Edge Computing Networks via Soft Actor-Critic Learnin…☆71Mar 14, 2025Updated 11 months ago
- Implementation of Mean Field Multi-Agent Reinforcement Learning in Pytorch☆19Apr 27, 2024Updated last year
- Codes for the paper "AoI Aware Radio Resource Management of Autonomous Platoons via Multi Agent Reinforcement Learning"☆24Feb 22, 2023Updated 2 years ago
- implementation of Prediction, Collaborative and Replacement (PCR) caching algorithm for edge computing☆60Mar 25, 2023Updated 2 years ago
- Open code of my published paper: Ecological Driving Framework of Hybrid Electric Vehicle Based on Heterogeneous Multi-Agent Deep Reinforc…☆33May 6, 2025Updated 9 months ago
- 使用强化学习求解边缘计算中短视频边缘缓存策略，当前使用ddpg进行求解☆30May 16, 2022Updated 3 years ago
- ☆15May 20, 2025Updated 8 months ago
- Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards☆35Sep 1, 2022Updated 3 years ago
- A Caffe/C++ implementation of Deep Deterministic Policy Gradient☆10Feb 1, 2019Updated 7 years ago
- Official PyTorch Implementation of Federated Learning with Positive and Unlabeled Data☆10Aug 12, 2022Updated 3 years ago
- a project of resilience assessment for a bus-rail transit network☆12Jul 4, 2023Updated 2 years ago
- NuART-Py: Python Library of Adaptive Resonance Theory Neural Network☆10Jan 26, 2020Updated 6 years ago
- Source code for journal paper "Multiagent Reinforcement Learning With Sparse Interactions by Negotiation and Knowledge Transfer"☆13Dec 26, 2017Updated 8 years ago
- ☆11Jan 6, 2022Updated 4 years ago
- Part of a research scholarship. I built a basic 2d driving sim with simulated lidar data to train Deep Q Neural Network. So far after abo…☆11Feb 15, 2017Updated 9 years ago
- ☆14Aug 12, 2024Updated last year
- Implementation of BIMRL: Brain Inspired Meta Reinforcement Learning - Roozbeh Razavi et al. (IROS 2022)☆10Dec 1, 2022Updated 3 years ago
- ADAPTIVE RESONANCE THEORY. Gail A. Carpenter and Stephen Grossberg☆10Feb 10, 2015Updated 11 years ago
- Enhancing Multi-Agent System Coordination in Autonomous Electric Vehicles Using Large Language Models☆20Dec 13, 2023Updated 2 years ago
- JOINT RESOURCE ALLOCATION AND TRAJECTORY OPTIMIZATION FOR MULTI-UAV-ASSISTED MULTI-ACCESS MOBILE EDGE COMPUTING☆34Nov 20, 2023Updated 2 years ago
- PyTorch implementation of the paper: Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Le…☆45Oct 26, 2023Updated 2 years ago
- ☆11May 27, 2022Updated 3 years ago
- Low-level autonomous control and tracking of quadrotor using reinforcement learning - Proximal Policy Optimization☆11Dec 2, 2020Updated 5 years ago
- Application of REINFORCE algorithm to downlink NOMA system☆13Jan 28, 2026Updated 2 weeks ago
- Enhancing autonomous driving with reinforcement learning for efficient and safe vehicle platooning. Optimizing traffic flow and fuel effi…☆12Feb 14, 2024Updated 2 years ago
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 2 years ago
- The official code for [ECCV2020] "HALO: Hardware-aware Learning to Optimize"☆10Mar 22, 2023Updated 2 years ago
- Implementing DQNClipped and DQNReg Algorithms☆10Mar 2, 2021Updated 4 years ago
- Task models for human robot collaboration☆12Jul 17, 2018Updated 7 years ago
- ZJU Robotics project of differential drive car path planning and trajectory planning based on the Client simulation platform (my freshman…☆10Dec 2, 2020Updated 5 years ago
- ardrone simulation in gazebo(for kinetic and gazebo 7). Now it can run.☆10Oct 27, 2017Updated 8 years ago
- Google AI Research☆10Mar 11, 2020Updated 5 years ago
- Source code for ICML 2023 paper "Competing for Shareable Arms in Multi-Player Multi-Armed Bandits"☆10May 14, 2024Updated last year
- Multi-Agent Deep Recurrent Q-Learning with Bayesian epsilon-greedy on AirSim simulator☆13Apr 1, 2022Updated 3 years ago
- This is the numerical approach proposed in the paper "Optimal Incentives to Mitigate Epidemics: A Stackelberg Mean Field Game Approach" b…☆12Nov 22, 2021Updated 4 years ago
- ☆10Sep 21, 2020Updated 5 years ago